Java中升高级开发技术内训大纲

本是古典何须时尚 2022-08-28 13:48 124阅读 0赞

**作者：田超凡  
原创博文，严禁复制，仅供内部使用参考，仿冒必究**

技术内训周期：2年

技术内训负责人：田超凡

技术内训主讲人：田超凡、姚半仙、张飞扬

<table> 
 <tbody> 
  <tr> 
   <td colspan="18" style="vertical-align:middle;"><strong>起草人：田超凡&nbsp; 主讲人：田超凡</strong></td> 
  </tr> 
  <tr> 
   <td style="background-color:#fe2c23;vertical-align:middle;">序号</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">所属专题</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">专题名称</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">建议课时数</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">课时时长(h)</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">内训时间</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">内训会议室</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">前置资料是否就绪</td> 
   <td colspan="2" style="background-color:#fe2c23;vertical-align:middle;">课后资料是否上传</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">　</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">　</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">　</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">　</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">　</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">　</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">　</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">　</td> 
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   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;"><strong>设计模式</strong></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">44</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">70.5</td> 
   <td style="vertical-align:middle;">　</td> 
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   <td style="vertical-align:middle;">1.1 设计原则和设计模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;">　</td> 
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   <td style="vertical-align:middle;">1.2 策略模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.2.1【实操】策略模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.3 责任链模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.3.1【实操】责任链模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.4 工厂模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.4.1【实操】工厂模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.5 模板方法模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.5.1【实操】模板方法模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.6 装饰者模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.6.1【实操】装饰者模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.7 观察者模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.7.1【实操】观察者模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.8 单例模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.8.1【实操】单例模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.9 代理模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.9.1【实操】代理模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.10 门面模式&amp;状态模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.10.1【实操】门面模式&amp;状态模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.11 适配器模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.11.1【实操】适配器模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.12 享元模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.12.1【实操】享元模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.13 组合模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.13.1【实操】组合模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.14 Head First设计模式拆书Part 1 欢迎来到设计模式世界：设计模式入门</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.15 Head First设计模式拆书Part 2 让你的对象知悉现况：观察者模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.16 Head First设计模式拆书Part 3 装饰对象：装饰者模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.17 Head First设计模式拆书Part 4 烘烤OO的精华：工厂模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.18 Head First设计模式拆书Part 5 独一无二的对象：单件模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.19 Head First设计模式拆书Part 6 封装调用：命令模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.20 Head First设计模式拆书Part 7 随遇而安：适配器与外观模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.21 Head First设计模式拆书Part 8 封装算法：模板方法模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.22 Head First设计模式拆书Part 9 管理良好的集合：迭代器与组合模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.23 Head First设计模式拆书Part 10 事物的状态：状态模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.24 Head First设计模式拆书Part 11 控制对象访问：代理模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.25 Head First设计模式拆书Part 12 模式中的模式：复合模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.26 Head First设计模式拆书Part 13 真实世界中的模式：与设计模式相处</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.27 Head First设计模式拆书Part 14 设计模式扩展</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.28 设计模式小结-创造型模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.29 设计模式小结-结构型模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.30 设计模式小结-行为型模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1</td> 
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   <td style="vertical-align:middle;">1.31 设计模式考试</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;">1.32 设计模式答辩</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"><strong>必备前端基础</strong></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">9</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">19.5</td> 
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   <td style="vertical-align:middle;">1 JavaWeb开发基础(客户端、服务器、网络通信、浏览器调试、JDBC、JSP、Servlet、Ajax)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">2 HTML语言(HTML网页结构、HTML常用标签、表格、表单、列表、框架)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">3 CSS样式选择器(使用CSS美化网页文本、图片、超链接、使用盒子模型美化网页元素、使用浮动和定位布局并制作网页)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;width:486pt;">4 JavaScript入门I&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; JavaScript基础语法变量、函数、调试<br> window对象的属性和方法<br> 定时函数和Date对象</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;width:486pt;">5 JavaScript入门II&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; JavaScript操作DOM：访问DOM节点，添加、删除、替换DOM元素<br><br> 操作节点属性<br><br> 设置元素样式<br><br> 创建对象和构造函数<br><br> 原型链和继承</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">6 JQuery入门&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; jQuery基本语法<br> jQuery选择器：基本选择器、层次选择器、属性选择器、过滤选择器<br> jQuery事件：鼠标事件、键盘事件、复合事件、绑定和移除事件<br> jQuery动画<br> jQuery操作DOM：样式操作、内容操作、节点操作、节点属性操作、遍历操作&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<br> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<br> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;width:486pt;">7 JQuery高级&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 表单验证<br> 正则表达式：基本语法、邮箱、密码等常用正则表达式<br> 表单选择器<br> 表单事件和方法<br> 使用HTML5验证表单</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;">8 入门主流UI框架：EasyUI + LayUI + ElementUI</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">9 入门动态数据绑定框架：Vue.js，熟悉Vue脚手架和编译打包配置基本语法</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;">10 必备前端基础考试</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">11 必备前端基础答辩</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">3</td> 
   <td style="vertical-align:middle;"><strong>源码分析</strong></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">101</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">197</td> 
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   <td style="vertical-align:middle;">1 集合框架核心知识回顾</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;">1.1 List集合实现原理(ArrayList/LinkedList/Vector实现原理和区别)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.2 手写高仿ArrayList集合</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">1.3 Hash(散列函数)Map集合框架源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">1.4 HashMap刁钻面试题解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">1.5 ConcurrentHashMap集合框架源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">1.6 红黑树原理和手写红黑树</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">2 JavaWeb核心知识回顾(JDBC/JSP/Servlet/Listener/Interceptor/Filter)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">2.1 JDBC实现原理解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">2.2 EL表达式+JSTL标签实现原理解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">2.3 Servlet原理解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">2.4 Listener监听器原理解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">2.5 基于SpringMVC的Interceptor拦截器原理解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">2.6 Filter过滤器原理解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">3 MyBatis核心知识回顾</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">3.1 MyBatis源码分析-1 MyBatis基本原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">3.2 MyBatis源码分析-2 SqlSessionFactoryBuilder源码解析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">3.3 MyBatis源码分析-3 SqlSessionFactory源码解析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">3.4 MyBatis源码分析-4 SqlSession源码分析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">3.5 MyBatis源码分析-5 Mapper初始化和执行原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">3.6 MyBatis源码分析-6 SecondLevelCache二级缓存及其实现原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">3.7 MyBatis源码分析-7 MyBatis日志系统实现原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">3.8 MyBatis源码分析-8 高仿手写MyBatis框架KidBatis</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">3.9 MyBatis源码分析-9 MyBatis类型转换器TypeConverter&lt;T&gt;实现原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">3.10 MyBatis源码分析-10 MyBatis原理回顾和框架原理图设计</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">4 Spring核心知识回顾</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">4.1 Spring源码分析-SpringIOC容器启动和加载原理I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">4.2 Spring源码分析-SpringIOC容器启动和加载原理II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">4.3 Spring源码分析-Bean生命周期实现原理I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">4.4 Spring源码分析-Bean生命周期实现原理II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">4.5 Spring源码分析-Bean循环依赖实现原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">4.6 Spring源码分析-SpringAOP启动和加载原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;"><span style="color:#000000;">4.7 Spring源码分析-Spring声明式事务管理原理</span></td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">5 SpringMVC核心知识回顾</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">5.1 SpringMVC源码分析-1 SpringMVC容器启动和加载原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">5.2 SpringMVC源码分析-2 DispatcherServlet处理请求原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">5.3 SpringMVC源码分析-3 SpringMVC请求参数解析、校验和绑定原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">5.4 SpringMVC源码分析-4 HandleMapping注册和绑定URL原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">6 SpringBoot核心知识回顾</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">6.1 SpringBoot容器启动和加载原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">6.2 SpringBoot配置加载和解析原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;width:486pt;">7 主流中间件核心知识回顾(Redis/RabbitMQ/Kafka/RocketMQ/Netty/ElasticSearch/Canel/Zookeeper/ShardingSphere)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">7.1 分布式缓存-Redis核心知识回顾-Redis基本概念基本类型和数据结构</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">7.2 Redis原理解读-Redis内存淘汰、自动超时和事务处理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">7.3 Redis原理解读-Redis实现分布式锁</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">7.4 Redis原理解读-Redis集群、主从复制和哨兵模式</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">7.5 Redis原理解读-Redis缓存穿透、缓存击穿、缓存雪崩原理及如何避免</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">7.6 Redis原理解读-Redis Cluster去中心化分片集群实现原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">7.7 Redis原理解读-Redis Cluster动态扩容和缩容原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">7.8 Redis原理解读-Redis跳跃表、布隆过滤器、集群脑裂和最终一致性</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">7.9 《实战Redis》拆书分享</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">8 分布式网络通信-Netty核心知识回顾(Netty核心API和编码解码器)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">8.1 RESTFUL/SOA/SOAP/Dubbo核心知识回顾</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">8.2 Java网络编程和OSI七层网络模型</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  <tr> 
   <td style="vertical-align:middle;width:486pt;">8.3 深入理解Linux IO模型</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;width:486pt;">8.4 Netty的NIO架构原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">8.5 Netty 高性能设计-高效的Reactor线程模型</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">8.6 Netty线程模型及源码剖析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">8.7 Netty高性能序列化协议ProtoBuffer及源码分析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">8.8 Netty粘包拆包现象及解决方案、编解码器源码分析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">8.9 Linuxt直接内存与Netty零拷贝详解</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">8.10 基于Netty手写RPC框架（高仿Dubbo）</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">8.11 基于Netty手写多人联机版五子棋游戏</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">8.12 基于Netty手写Web服务器（高仿Tomcat）</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">9 深入理解Linux操作系统-Linux核心知识回顾，基于CentOS+Vmware+Xshell虚拟机环境搭建</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">9.1 Linux常用命令</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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  <tr> 
   <td style="vertical-align:middle;width:486pt;">9.2 Linux安装包管理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">9.3 Linux文本编辑器Vim</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">9.4 Linux内核体系结构简析简析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">9.5 Linux体系结构和内核结构区别</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">9.6 Linux驱动的platform机制</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">9.7 Linux内核体系结构</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">10 分布式消息中间件-MQ基础概念模型(同步与异步、流量削峰、扩展性/解耦、缓冲/可恢复性、生产者与消费者)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">10.1 MQ常见解决方案</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">10.2 主流MQ框架-1 RabbitMQ核心原理和环境搭建</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">10.3 RabbitMQ队列模型</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">10.4 RabbitMQ交换机模型</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">10.5 RabbitMQ死信队列、自动重试和消息幂等</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">11 主流MQ框架-2 Kafka核心架构设计模型</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">11.1 Kafka支撑高并发原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">11.2 Kafka副本机制和消息可靠性</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">11.3 Kafka吞吐量、日志堆积问题和性能优化</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">12 主流MQ框架-3 RocketMQ核心原理和环境搭建</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">13 分布式索引库-Solr/ElasticSearch入门</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">13.1 分布式索引库-ElasticSearch索引建立和读取原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;">13.2 LogStash实现binlog日志监听和日志采集</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">13.3 Kibana实现动态ES监控</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">13.4 ElasticSearch+LogStach+Kibana整合(分布式日志采集ELK)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">14 分布式数据同步Canel核心API</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;width:486pt;">14.1 分布式数据同步Canel实现原理解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">15 数据库分库分区分表和中间件MyCat/ShardingSphere核心原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">16 Zookeeper 核心原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;width:486pt;">16.1 Zookeeper实现分布式锁原理(CP模式)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
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   <td style="vertical-align:middle;width:486pt;">16.2 Zookeeper集群和环境搭建</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">16.3 Zookeeper临时节点和事件通知原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;width:486pt;">16.4 Zookeeper一致性算法：ZAB原子广播协议和Paxos一致性协议</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;width:486pt;">16.5 Kafka整合Zookeeper临时节点机制实现Kafka集群选举</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">17 源码分析考试-笔试</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">18 源码分析拆书&amp;答辩</td> 
   <td style="vertical-align:middle;">3</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">4</td> 
   <td style="vertical-align:middle;"><strong>数据库</strong></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">25</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">44</td> 
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   <td style="vertical-align:middle;">1 数据库系统和数据库管理系统基本原理，Navicat for MySQL基本使用</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;">2 SQL语言和高级查询回顾</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;">3 数据库核心模式对象回顾：事务、视图、索引、存储过程、触发器</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;">3 分布式数据库MySQL基本原理和环境搭建</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;">4 MySQL架构与执行流程原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">5 MySQL底层通信协议原理和模块划分</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">6 MySQL事务底层原理和加锁释放锁原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">7 MySQLRedo/Undo日志底层原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">8 MySQL实战性能优化</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">9 MySQL分表分库和常见问题解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">10 走进C/S窗体应用关系型数据库SQL Server&nbsp;</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">11 T-SQL核心语法和SQL Server备份恢复原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">12 走进政务项目关系型数据库Oracle</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">13 PL/SQL基本语法和Oracle权限控制原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">14 MySQL与缓存数据一致性协议</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">15 走进非关系型数据库MongoDB+MongoDB核心语法解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">16 走进FDB文件数据库-FastDFS</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">17 走进FDB文件数据库-OSS</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">18 走进FDB文件数据库-HDFS</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">19 SQL执行原理和性能调优I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">20 SQL执行原理和性能调优II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">21 数据库专题考试</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;">22 数据库专题答辩</td> 
   <td style="vertical-align:middle;">3</td> 
   <td style="vertical-align:middle;">2</td> 
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   <td style="vertical-align:middle;"><strong>5</strong></td> 
   <td style="vertical-align:middle;"><strong>数据结构和算法</strong></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">15</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">25</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">1 数据结构和算法基础，时间复杂度Ot和空间复杂度Os</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
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   <td style="vertical-align:middle;">2 数学知识回顾-指数、对数、级数、模运算、复杂度</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">3 高数知识回顾-函数、极限、梯度、导数和偏导数、矩阵运算、行列式变换、泊松分布、最大似然估计(Python和AI基础，非常重要)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">4 物理数据结构原理-数组和链表</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">5 逻辑数据结构原理-堆、栈、队列</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">6 逻辑数据结构原理-散列表、二叉树、线索二叉树、二叉堆、红黑树、AVL树、位图</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">7 排序算法实战-冒泡、选择、插入、希尔、快速、归并、随机、堆排序、桶排序</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">8 限流算法-漏桶、令牌桶、滑动窗口、固定窗口(计数器)</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">9 最优策略算法实战-贪婪、分支、动态规划、随机算法实战</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">10 检索算法实战-IK分词器算法原理和手写IK分词器</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">11《小黑的算法之旅》拆书</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">12 数据结构和算法专题考试</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">13 数据结构和算法专题答辩</td> 
   <td style="vertical-align:middle;">3</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"><strong>6</strong></td> 
   <td style="vertical-align:middle;"><strong>高并发</strong></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">20</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">36</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">1 操作系统基础</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">2 多线程基础</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">3 多线程线程安全和实现原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">4 JUC并发编程基础和CAS原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">5 synchronized升级过程和源码分析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">6 volatile原理分析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">7 百花齐放的并发锁-乐观悲观/重量轻量/公平非公平/重入锁和不可重入锁/独占锁互斥锁共享锁/读锁写锁/无锁偏向锁自旋锁</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">8 AQS原理分析和源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">9 Unsafe魔法类详解</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">10 阻塞队列BlockingQueue原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">11 Executor线程池详解及核心源码剖析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">12 FutureTask源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">13 ForkJoin源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">14 Threadlocal源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">15 Nginx核心知识回顾</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">16 基于Openrestry/Tengine实战高并发</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">12 高并发专题考试</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">12 高并发专题答辩</td> 
   <td style="vertical-align:middle;">3</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;"><strong>7</strong></td> 
   <td style="vertical-align:middle;"><strong>JVM性能调优</strong></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">11</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">15</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1 JVM性能调优基础基础知识和编程语言发展历程</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">2 JVM类加载器ClassLoader原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">3 JVM内存结构原理分析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">4 JVM对象内存布局</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">5 JVM垃圾回收算法和垃圾收集器</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">6 JVM性能调优和GC日志分析工具</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">7 JVM参数调优实战I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">8 JVM参数调优实战II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">9 JVM性能调优专题考试</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">10 JVM性能调优专题答辩</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;"><span style="color:#2b2b2b;"><strong>8</strong></span></td> 
   <td style="vertical-align:middle;"><span style="color:#2b2b2b;"><strong>分布式</strong></span></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">38</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">57</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="text-align:left;vertical-align:middle;">1 分布式幂等架构设计I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="text-align:left;vertical-align:middle;">2 分布式幂等架构设计II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="text-align:left;vertical-align:middle;">3 分布式锁I-Redis(SETNX)实现分布式锁I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="text-align:left;vertical-align:middle;">4 分布式锁II-Redis(RedissionLock)实现分布式锁II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="text-align:left;vertical-align:middle;">5 分布式锁III-Zookeeper实现分布式锁I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="text-align:left;vertical-align:middle;">6 分布式锁IV-Zookeeper实现分布式锁II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">7 分布式锁V-Redis和Zookeeper实现分布式锁的区别CP PK AP</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">8 分布式锁VI-续命锁和死锁</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">9 分布式事务I-分布式事务基本原理</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">10 分布式事务II-LCN实现分布式事务</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">11 分布式事务III-MQ实现分布式事务</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">12 -分布式事务IV-Seata实现分布式事务I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">13 分布式事务IIV-Seata实现分布式事务II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">14 分布式事务V-柔性事务和刚性事务</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">15 分布式事务VI-TCC实现分布式事务</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">16 分布式事务VII-RetryCallback实现分布式事务</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">17 分布式事务VIII-CAP定律和Base理论</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">18 分布式事务X-分布式事务数据一致性协议</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">19 分布式任务调度I-传统定时任务和分布式任务调度</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">20 分布式任务调度II-Quartz实现任务调度</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">21 分布式任务调度III-XXLJOB实现任务调度</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">22 分布式任务调度IV-ElasticJOB实现任务调度</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">23 分布式任务调度V-AliScheduleX实现任务调度</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">24 分布式任务调度VI-XXLJOB源码解读I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">25 分布式任务调度VII-XXLJOB源码解读II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">26 分布式任务调度VIII-ElasticJOB源码解读I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">27 分布式任务调度X-ElasticJOB源码解读II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">28 分布式数据同步I-基于RabbitMQ实现MySQL和Redis数据同步</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">29 分布式数据同步II-基于Kafka实现MySQL和ElasticSearch数据同步</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">30 分布式数据同步III-整合binlog+kafka+canel实现数据同步</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">31 分布式数据同步IV-MySQL和Redis双写一致性协议</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">32 分布式数据同步V-强一致性、弱一致性、最终一致性思想</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">33 分布式日志采集I-ELK实现分布式日志采集I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">34 分布式日志采集II-ELK实现分布式日志采集II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">35 分布式Session一致性解决方案</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">36 分布式集群安全-SpringSecurity+OAuth2+JWT实现身份校验和拦截</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">37 分布式专题考试</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">38 分布式专题答辩</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">1.5</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;"><span style="color:#2b2b2b;"><strong>9</strong></span></td> 
   <td style="vertical-align:middle;"><span style="color:#2b2b2b;"><strong>微服务</strong></span></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">22</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">42</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1 SpringCloudNetflix第一代微服务全家桶核心组件I</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1.1 SpringCloudNetflix第一代微服务全家桶核心组件II</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1.2 Eureka服务注册与发现源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1.3 Feign 声明式服务调用源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1.4 Hystrix实现服务限流，降级，熔断源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1.5 Zuul统一网关详解，服务路由，过滤器源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1.6 Config分布式配置中心源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1.7 Sleuth+Zipkin分布式链路跟踪源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1.8 Ribbon 客户端负载均衡详解及源码分析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">2 SpringCloud第二代微服务全家桶核心组件</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">2.1 Gateway 新一代微服务网关源码解读I-Gateway动态路由源码分析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">2.2 Gateway 新一代微服务网关源码解读I-Gateway过滤器源码分析</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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  </tr> 
  <tr> 
   <td style="vertical-align:middle;">2.3 OpenFeign新一代声明式服务调用源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">3 SpringCloudAlibaba第三代微服务全家桶核心组件</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">3.1 Nacos 分布式注册中心源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">3.2 Nacos 分布式配置中心源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">3.3 Sentinel 实现服务限流、降级、熔断源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">3.4 Seata分布式事务框架源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">3.5 Canal分布式数据同步框架源码解读</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">4 微服务专题考试</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">5 微服务专题答辩</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;"><span style="color:#2b2b2b;"><strong>10</strong></span></td> 
   <td style="vertical-align:middle;"><span style="color:#2b2b2b;"><strong>高可用</strong></span></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">15</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">28</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1 Nginx基础概念和环境搭建</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
  </tr> 
  <tr> 
   <td style="vertical-align:middle;">1.1 Nginx 事件驱动模型及特性</td> 
   <td style="vertical-align:middle;">1</td> 
   <td style="vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
   <td style="vertical-align:middle;"></td> 
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   <td style="vertical-align:middle;">1.2 Nginx核心配置和负载均衡算法：递增、取模、轮询、权重、一致性Hash、随机权重、随机</td> 
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   <td style="vertical-align:middle;">1.3 手写负载均衡算法</td> 
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   <td style="vertical-align:middle;">2 Docker基本概念和环境搭建</td> 
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   <td style="vertical-align:middle;">2.1 Docker镜像原理和常用命令</td> 
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   <td style="vertical-align:middle;">2.2 Docker Compose 和可视化工具Portainer/DockerUI</td> 
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   <td style="vertical-align:middle;">3 K8S、Kubernetes元原生概念</td> 
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   <td style="vertical-align:middle;">3.1 DevOps敏捷开发和CI/CD持续集成持续部署</td> 
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   <td style="vertical-align:middle;">3.2 Docker容器化和集成K8S</td> 
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   <td style="vertical-align:middle;"><span style="color:#000000;">4 Serverless基本原理和实战&nbsp;&nbsp;</span></td> 
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   <td style="vertical-align:middle;"><span style="color:#000000;">5 WebFlux响应式编程基本原理和实战</span></td> 
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   <td style="vertical-align:middle;"><span style="color:#000000;">6 高可用专题考试</span></td> 
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   <td style="vertical-align:middle;"><span style="color:#000000;">7 高可用专题答辩</span></td> 
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   <td style="background-color:#a3e043;vertical-align:middle;"><strong>11</strong></td> 
   <td style="background-color:#a3e043;vertical-align:middle;"><strong>扩展-.NET编程</strong></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">1 C# 3.0基础语法&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; C#语法<br> 条件语句<br> 循环语句<br> 跳转语句<br> 类、对象和方法</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">2 深入ADO.NET + SQL Server实现数据访问和操作</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">3 基于Visual Studio走进C# + WinForms窗体程序开发&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; WinForms窗体的基本概念<br> WinForms窗体的三要素<br> WinForms操作窗体的属性和方法<br> WinForms窗体的基本控件的使用<br> WinForms窗体的高级控件的使用<br> 构建布局良好的Windows窗体<br> MessageBox消息框<br> 枚举类型的使用<br> 使用ADO.NET断开式访问和操作数据<br> WinForms窗体常用的视图控件及使用<br> 综合运用ADO.NET两大核心组件访问和操作数据</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">4 实战WinForms校园管理系统</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">5 实战WinForms项目I-办公管理系统</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">6 实战WinForms项目II-会议室预定管理系统</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">7 .NET框架结构<br> C# OOP面向对象基本内容<br> 类中成员及类之间的通信<br> XML解析<br><br> 文件操作<br> &nbsp;</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">8 实战WinForms项目3-学生体检管理系统</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">9 实战WinForms项目4-超市商品管理系统</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">10 实战WinForms项目5-影院售票管理系统I</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">11 实战WinForms项目5-影院售票管理系统II</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;"><strong>12</strong></td> 
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   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">11</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">1 PythonSE Python基本语法<br><br> 变量和基本数据类型<br><br> 字符串</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">2 PythonSE 列表、元祖和字典<br><br> 选择结构和循环结构<br><br> Python函数</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;width:486pt;">3 PythonSE&nbsp; Python面向对象<br><br> 模块和包<br><br> 文件和异常</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">4 Python进阶-科学计算库time</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">4 Python进阶-科学计算库numpy</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">4 Python进阶-科学计算库scipy</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">4 Python进阶-科学计算库pandas</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">4 Python进阶-科学计算库matplotlib</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">5 Python爬虫基础库Requests BeautifulSoup XMLXPath</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">6 Python爬虫爬取12306购票信息</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">7 Python爬虫爬取QQ音乐付费音乐</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;"><strong>13</strong></td> 
   <td style="background-color:#a3e043;vertical-align:middle;"><strong>扩展-大数据</strong></td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">---(专题汇总)---</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">23</td> 
   <td style="background-color:#fbd4d0;vertical-align:middle;">46</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">2 数据中台方法论OneModel_OneID_OneService</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">3 阿里巴巴大数据之路-数据应用-阿里云Dataphin智能数据构建和管理平台</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">4 阿里巴巴大数据之路-数据应用-蚂蚁金服DataGO大数据一站式解决方案</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">5 阿里巴巴大数据之路-数据技术-大数据应用分层设计</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">6 阿里巴巴大数据之路-数据技术-日志采集：黄金令牌和女娲补天</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">7 阿里巴巴大数据之路-数据技术-实时数据同步Blink和离线数据同步DataX</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">8 阿里巴巴大数据之路-数据技术-离线计算引擎MaxCompute/Spark/ODPS/Hadoop</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">9 阿里巴巴大数据之路-数据技术-实时计算引擎SparkStreaming/Flink/MaxCompute</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">10 阿里巴巴大数据之路-数据技术-数据存储-盘古数据库</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">11 阿里巴巴大数据之路-数据技术-数据服务OneService一体化服务平台</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">12 阿里巴巴大数据之路-数据技术-数据挖掘常用算法-线性回归、聚类算法、决策树算法、SVM支持向量机、贝叶斯算法</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">13 阿里巴巴大数据之路-数据技术-任务调度DPC Schedule</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">13 阿里巴巴大数据之路-数据建模-大数据整合和管理体系OneData</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">14 阿里巴巴大数据之路-数据建模-模型定义、转换和存储Model Transfered</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">15 阿里巴巴大数据之路-数据建模-数仓建模和维度建模3-Third-Cus</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
   <td style="vertical-align:middle;">　</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">16 阿里巴巴大数据之路-数据建模-元数据和数据资产管理ZBDM+DMETA</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">17 阿里巴巴大数据之路-数据管理-异地多活和热点切换</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">18 阿里巴巴大数据之路-数据管理-走进支付宝机房</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">19 阿里巴巴大数据之路-数据管理-数据备份、容灾和恢复</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">20 阿里巴巴大数据之路-数据管理-数据质量管理DataKeeper</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">21 阿里巴巴大数据之路-数据管理-数据安全ZD和数据风控Antmeta</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;">22 大数据总结和论文评审</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">1</td> 
   <td style="background-color:#a3e043;vertical-align:middle;">2</td> 
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   <td style="background-color:#a3e043;vertical-align:middle;"><strong>14</strong></td> 
   <td style="background-color:#a3e043;vertical-align:middle;"><strong>扩展-AI基础知识</strong></td> 
   <td style="background-color:#a3e043;vertical-align:middle;"> <h1></h1> <h3><strong><strong><a title="3.1、20210413-lzz-01-机器学习之数学回顾1" rel="nofollow">3.1、20210413-lzz-01-机器学习之数学回顾1</a></strong></strong></h3> <h3><strong><strong><a title="3.2、20210413-lzz-02-机器学习之数学回顾2" rel="nofollow">3.2、20210413-lzz-02-机器学习之数学回顾2</a></strong></strong></h3> <h3><strong><strong><a title="3.3、20210413-lzz-03-机器学习之数学回顾3" rel="nofollow">3.3、20210413-lzz-03-机器学习之数学回顾3</a></strong></strong></h3> <h3><strong><strong><a title="3.4、20210413-lzz-04-机器学习之数学回顾4" rel="nofollow">3.4、20210413-lzz-04-机器学习之数学回顾4</a></strong></strong></h3> <h3><strong>26'13"&nbsp;<strong><a title="3.5、20210413-lzz-05-机器学习之数学回顾5" rel="nofollow">3.5、20210413-lzz-05-机器学习之数学回顾5</a></strong></strong></h3> <h3><strong>14'54"&nbsp;<strong><a title="3.6、20210413-lzz-06-机器学习之数学回顾6" rel="nofollow">3.6、20210413-lzz-06-机器学习之数学回顾6</a></strong></strong></h3> <h3><strong>23'58"&nbsp;<strong><a title="3.7、20210414-lzz-01-机器学习概述" rel="nofollow">3.7、20210414-lzz-01-机器学习概述</a></strong></strong></h3> <h3><strong>28'37"&nbsp;<strong><a title="3.8、20210414-lzz-02-机器学习之线性回归" rel="nofollow">3.8、20210414-lzz-02-机器学习之线性回归</a></strong></strong></h3> <h3><strong>31'39"&nbsp;<strong><a title="3.9、20210414-lzz-03-机器学习之线性回归2" rel="nofollow">3.9、20210414-lzz-03-机器学习之线性回归2</a></strong></strong></h3> <h3><strong>17'48"&nbsp;<strong><a title="3.10、20210414-lzz-04-机器学习之线性回归最小二乘" rel="nofollow">3.10、20210414-lzz-04-机器学习之线性回归最小二乘</a></strong></strong></h3> <h3><strong>42'25"&nbsp;<strong><a title="3.11、20210414-lzz-05-机器学习之最小二乘2" rel="nofollow">3.11、20210414-lzz-05-机器学习之最小二乘2</a></strong></strong></h3> <h3><strong>21'22"&nbsp;<strong><a title="3.12、20210414-lzz-06-机器学习之多元线性" rel="nofollow">3.12、20210414-lzz-06-机器学习之多元线性</a></strong></strong></h3> <h3><strong>35'13"&nbsp;<strong><a title="3.13、20210414-lzz-07-机器学习之线性回归梯度迭代" rel="nofollow">3.13、20210414-lzz-07-机器学习之线性回归梯度迭代</a></strong></strong></h3> <h3><strong>27'43"&nbsp;<strong><a title="3.14、20210414-lzz-08-机器学习线性回归8" rel="nofollow">3.14、20210414-lzz-08-机器学习线性回归8</a></strong></strong></h3> <h3><strong>11'57"&nbsp;<strong><a title="3.15、20210414-lzz-09-机器学习之线性回归" rel="nofollow">3.15、20210414-lzz-09-机器学习之线性回归</a></strong></strong></h3> <h3><strong>14'53"&nbsp;<strong><a title="3.16、20210414-lzz-10-机器学习之线性回归正则" rel="nofollow">3.16、20210414-lzz-10-机器学习之线性回归正则</a></strong></strong></h3> <h3><strong>35'4"&nbsp;<strong><a title="3.17、20210414-lzz-11-机器学习线性回归算法的案例" rel="nofollow">3.17、20210414-lzz-11-机器学习线性回归算法的案例</a></strong></strong></h3> <h3><strong>21'2"&nbsp;<strong><a title="3.18、20210413-10-机器学习概述3" rel="nofollow">3.18、20210413-10-机器学习概述3</a></strong></strong></h3> <h3><strong>27'5"&nbsp;<strong><a title="3.19、20210413-lzz-07-机器学习之数学回顾7" rel="nofollow">3.19、20210413-lzz-07-机器学习之数学回顾7</a></strong></strong></h3> <h3><strong>27'55"&nbsp;<strong><a title="3.20、20210413-lzz-08-机器学习概述1" rel="nofollow">3.20、20210413-lzz-08-机器学习概述1</a></strong></strong></h3> <h3><strong>22'5"&nbsp;<strong><a title="3.21、20210413-lzz-09-机器学习概述2" rel="nofollow">3.21、20210413-lzz-09-机器学习概述2</a></strong></strong></h3> <h3><strong>21'26"&nbsp;<strong><a title="3.22、20210413-lzz-11-机器学习概述4" rel="nofollow">3.22、20210413-lzz-11-机器学习概述4</a></strong></strong></h3> <h3><strong>6'36"&nbsp;<strong><a title="3.23、20210413-lzz-12机器学习概述5" rel="nofollow">3.23、20210413-lzz-12机器学习概述5</a></strong></strong></h3> <h3><strong>67'6"&nbsp;<strong><a title="3.24、20210416-lzz-01-机器学习之家庭用电预测（循）" rel="nofollow">3.24、20210416-lzz-01-机器学习之家庭用电预测（循）</a></strong></strong></h3> <h3><strong>67'57"&nbsp;<strong><a title="3.25、20210416-lzz-02-机器学习之线性回归案例（循）" rel="nofollow">3.25、20210416-lzz-02-机器学习之线性回归案例（循）</a></strong></strong></h3> <h3><strong>11'11"&nbsp;<strong><a title="3.26、20210420-lzz-01-线性回归回顾" rel="nofollow">3.26、20210420-lzz-01-线性回归回顾</a></strong></strong></h3> <h3><strong>22'5"&nbsp;<strong><a title="3.27、20210420-lzz-01-线性回归回顾2" rel="nofollow">3.27、20210420-lzz-01-线性回归回顾2</a></strong></strong></h3> <h3><strong>16'46"&nbsp;<strong><a title="3.28、20210420-lzz-02--线性回归代码" rel="nofollow">3.28、20210420-lzz-02--线性回归代码</a></strong></strong></h3> <h3><strong>26'20"&nbsp;<strong><a title="3.29、20210420-lzz-03--线性回归梯度下降线性回归" rel="nofollow">3.29、20210420-lzz-03--线性回归梯度下降线性回归</a></strong></strong></h3> <h3><strong>24'4"&nbsp;<strong><a title="3.30、20210420-lzz-04-多项式回归" rel="nofollow">3.30、20210420-lzz-04-多项式回归</a></strong></strong></h3> <h3><strong>21'17"&nbsp;<strong><a title="3.31、20210420-lzz-05-波士顿房屋租赁价格预测" rel="nofollow">3.31、20210420-lzz-05-波士顿房屋租赁价格预测</a></strong></strong></h3> <h3><strong>5'53"&nbsp;<strong><a title="3.32、20210420-lzz-06-逻辑回归1" rel="nofollow">3.32、20210420-lzz-06-逻辑回归1</a></strong></strong></h3> <h3><strong>5'57"&nbsp;<strong><a title="3.33、20210420-lzz-07-逻辑回归2" rel="nofollow">3.33、20210420-lzz-07-逻辑回归2</a></strong></strong></h3> <h3><strong>16'19"&nbsp;<strong><a title="3.34、20210420-lzz-08-逻辑回归3" rel="nofollow">3.34、20210420-lzz-08-逻辑回归3</a></strong></strong></h3> <h3><strong>32'24"&nbsp;<strong><a title="3.35、20210420-lzz-09-逻辑回归4" rel="nofollow">3.35、20210420-lzz-09-逻辑回归4</a></strong></strong></h3> <h3><strong>5'5"&nbsp;<strong><a title="3.36、20210420-lzz-10-逻辑回归的回顾" rel="nofollow">3.36、20210420-lzz-10-逻辑回归的回顾</a></strong></strong></h3> <h3><strong>35'44"&nbsp;<strong><a title="3.37、20210421-lzz-01-softmax回归1" rel="nofollow">3.37、20210421-lzz-01-softmax回归1</a></strong></strong></h3> <h3><strong>16'42"&nbsp;<strong><a title="3.38、20210421-lzz-02-葡萄酒质量分类" rel="nofollow">3.38、20210421-lzz-02-葡萄酒质量分类</a></strong></strong></h3> <h3><strong>7'59"&nbsp;<strong><a title="3.39、20210421-lzz-03-葡萄酒质量预测模型2" rel="nofollow">3.39、20210421-lzz-03-葡萄酒质量预测模型2</a></strong></strong></h3> <h3><strong>25'44"&nbsp;<strong><a title="3.40、20210421-lzz-04-线性回归总结" rel="nofollow">3.40、20210421-lzz-04-线性回归总结</a></strong></strong></h3> <h3><strong>11'50"&nbsp;<strong><a title="3.41、20210421-lzz-05-鸢尾花的数据分类" rel="nofollow">3.41、20210421-lzz-05-鸢尾花的数据分类</a></strong></strong></h3> <h3><strong>45'54"&nbsp;<strong><a title="3.42、20210421-lzz-06-K最近邻算法的引入" rel="nofollow">3.42、20210421-lzz-06-K最近邻算法的引入</a></strong></strong></h3> <h3><strong>23'15"&nbsp;<strong><a title="3.43、20210421-lzz-07-KNN算法2" rel="nofollow">3.43、20210421-lzz-07-KNN算法2</a></strong></strong></h3> <h3><strong>24'40"&nbsp;<strong><a title="3.44、20210421-lzz-08-鸢尾花的KNN分类，KD-TREE" rel="nofollow">3.44、20210421-lzz-08-鸢尾花的KNN分类，KD-TREE</a></strong></strong></h3> <h3><strong>15'38"&nbsp;<strong><a title="3.45、20210421-lzz-10-KNN酒的分类" rel="nofollow">3.45、20210421-lzz-10-KNN酒的分类</a></strong></strong></h3> <h3><strong>10'47"&nbsp;<strong><a title="3.46、20210421-lzz-11-KNN酒的分类2" rel="nofollow">3.46、20210421-lzz-11-KNN酒的分类2</a></strong></strong></h3> <h3><strong>19'54"&nbsp;<strong><a title="3.47、20210421-lzz-9-KD_TREE2" rel="nofollow">3.47、20210421-lzz-9-KD_TREE2</a></strong></strong></h3> <h3><strong>30'47"&nbsp;<strong><a title="3.48、20210427-lzz-01-机器学习决策树1" rel="nofollow">3.48、20210427-lzz-01-机器学习决策树1</a></strong></strong></h3> <h3><strong>18'21"&nbsp;<strong><a title="3.49、20210427-lzz-02-机器学习决策树2" rel="nofollow">3.49、20210427-lzz-02-机器学习决策树2</a></strong></strong></h3> <h3><strong>23'25"&nbsp;<strong><a title="3.50、20210427-lzz-03-机器学习决策树3" rel="nofollow">3.50、20210427-lzz-03-机器学习决策树3</a></strong></strong></h3> <h3><strong>27'22"&nbsp;<strong><a title="3.51、20210427-lzz-04-机器学习决策树4" rel="nofollow">3.51、20210427-lzz-04-机器学习决策树4</a></strong></strong></h3> <h3><strong>46'51"&nbsp;<strong><a title="3.52、20210427-lzz-05-机器学习决策树5" rel="nofollow">3.52、20210427-lzz-05-机器学习决策树5</a></strong></strong></h3> <h3><strong>33'15"&nbsp;<strong><a title="3.53、20210425-lzz-04-机器学习之逻辑回归案例（循" rel="nofollow">3.53、20210425-lzz-04-机器学习之逻辑回归案例（循</a></strong></strong></h3> <h3><strong>32'21"&nbsp;<strong><a title="3.54、20210427-lzz-06-机器学习决策树6" rel="nofollow">3.54、20210427-lzz-06-机器学习决策树6</a></strong></strong></h3> <h3><strong>22'58"&nbsp;<strong><a title="3.55、20210427-lzz-07-机器学习决策树7" rel="nofollow">3.55、20210427-lzz-07-机器学习决策树7</a></strong></strong></h3> <h3><strong>10'43"&nbsp;<strong><a title="3.56、20210427-lzz-08-机器学习决策树8" rel="nofollow">3.56、20210427-lzz-08-机器学习决策树8</a></strong></strong></h3> <h3><strong>37'20"&nbsp;<strong><a title="3.57、20210427-lzz-09-机器学习决策树9" rel="nofollow">3.57、20210427-lzz-09-机器学习决策树9</a></strong></strong></h3> <h3><strong>25'3"&nbsp;<strong><a title="3.58、20210427-lzz-10-机器学习决策树10" rel="nofollow">3.58、20210427-lzz-10-机器学习决策树10</a></strong></strong></h3> <h3><strong>22'17"&nbsp;<strong><a title="3.59、20210427-lzz-11-机器学习决策树11" rel="nofollow">3.59、20210427-lzz-11-机器学习决策树11</a></strong></strong></h3> <h3><strong>33'40"&nbsp;<strong><a title="3.60、20210511-lzz-01-集成学习1" rel="nofollow">3.60、20210511-lzz-01-集成学习1</a></strong></strong></h3> <h3><strong>27'38"&nbsp;<strong><a title="3.61、20210511-lzz-02-集成学习2" rel="nofollow">3.61、20210511-lzz-02-集成学习2</a></strong></strong></h3> <h3><strong>29'56"&nbsp;<strong><a title="3.62、20210511-lzz-03-集成学习3" rel="nofollow">3.62、20210511-lzz-03-集成学习3</a></strong></strong></h3> <h3><strong>17'25"&nbsp;<strong><a title="3.63、20210511-lzz-04-集成学习4" rel="nofollow">3.63、20210511-lzz-04-集成学习4</a></strong></strong></h3> <h3><strong>20'22"&nbsp;<strong><a title="3.64、20210511-lzz-05-集成学习5" rel="nofollow">3.64、20210511-lzz-05-集成学习5</a></strong></strong></h3> <h3><strong>55'2"&nbsp;<strong><a title="3.65、20210511-lzz-06-集成学习6" rel="nofollow">3.65、20210511-lzz-06-集成学习6</a></strong></strong></h3> <h3><strong>7'35"&nbsp;<strong><a title="3.66、20210511-lzz-07-集成学习7" rel="nofollow">3.66、20210511-lzz-07-集成学习7</a></strong></strong></h3> <h3><strong>19'4"&nbsp;<strong><a title="3.67、20210511-lzz-08-集成学习8" rel="nofollow">3.67、20210511-lzz-08-集成学习8</a></strong></strong></h3> <h3><strong>38'54"&nbsp;<strong><a title="3.68、20210511-lzz-10-集成学习10" rel="nofollow">3.68、20210511-lzz-10-集成学习10</a></strong></strong></h3> <h3><strong>23'57"&nbsp;<strong><a title="3.69、20210511-lzz-9-集成学习9" rel="nofollow">3.69、20210511-lzz-9-集成学习9</a></strong></strong></h3> <h3><strong>26'31"&nbsp;<strong><a title="3.70、20150512-lzz-01-集成学习回顾" rel="nofollow">3.70、20150512-lzz-01-集成学习回顾</a></strong></strong></h3> <h3><strong>38'11"&nbsp;<strong><a title="3.71、20150512-lzz-02-XGboost1" rel="nofollow">3.71、20150512-lzz-02-XGboost1</a></strong></strong></h3> <h3><strong>43'19"&nbsp;<strong><a title="3.72、20150512-lzz-03-XGboost2" rel="nofollow">3.72、20150512-lzz-03-XGboost2</a></strong></strong></h3> <h3><strong>28'53"&nbsp;<strong><a title="3.73、20150512-lzz-04-聚类1" rel="nofollow">3.73、20150512-lzz-04-聚类1</a></strong></strong></h3> <h3><strong>33'6"&nbsp;<strong><a title="3.74、20150512-lzz-05-KMeans聚类01" rel="nofollow">3.74、20150512-lzz-05-KMeans聚类01</a></strong></strong></h3> <h3><strong>29'0"&nbsp;<strong><a title="3.75、20150512-lzz-06-KMeans++_jq" rel="nofollow">3.75、20150512-lzz-06-KMeans++_jq</a></strong></strong></h3> <h3><strong>33'30"&nbsp;<strong><a title="3.76、20150512-lzz-07-mini batch kmeans" rel="nofollow">3.76、20150512-lzz-07-mini batch kmeans</a></strong></strong></h3> <h3><strong>30'34"&nbsp;<strong><a title="3.77、20150512-lzz-08-层次聚类" rel="nofollow">3.77、20150512-lzz-08-层次聚类</a></strong></strong></h3> <h3><strong>20'19"&nbsp;<strong><a title="3.78、20150512-lzz-09-层次聚类代码" rel="nofollow">3.78、20150512-lzz-09-层次聚类代码</a></strong></strong></h3> <h3><strong>26'37"&nbsp;<strong><a title="3.79、20210518-lzz-01-层次聚类，密度聚类优化算法1_jq" rel="nofollow">3.79、20210518-lzz-01-层次聚类，密度聚类优化算法1_jq</a></strong></strong></h3> <h3><strong>32'20"&nbsp;<strong><a title="3.80、20210518-lzz-02-层次聚类，密度聚类优化算法2_jq" rel="nofollow">3.80、20210518-lzz-02-层次聚类，密度聚类优化算法2_jq</a></strong></strong></h3> <h3><strong>21'24"&nbsp;<strong><a title="3.81、20210518-lzz-03-密度聚类优化算法案例_jq" rel="nofollow">3.81、20210518-lzz-03-密度聚类优化算法案例_jq</a></strong></strong></h3> <h3><strong>25'23"&nbsp;<strong><a title="3.82、20210518-lzz-04-密度聚类优化算法案例_jq" rel="nofollow">3.82、20210518-lzz-04-密度聚类优化算法案例_jq</a></strong></strong></h3> <h3><strong>20'50"&nbsp;<strong><a title="3.83、20210518-lzz-05-谱聚类_jq" rel="nofollow">3.83、20210518-lzz-05-谱聚类_jq</a></strong></strong></h3> <h3><strong>23'21"&nbsp;<strong><a title="3.84、20210518-lzz-06-谱聚类_jq" rel="nofollow">3.84、20210518-lzz-06-谱聚类_jq</a></strong></strong></h3> <h3><strong>25'3"&nbsp;<strong><a title="3.85、20210518-lzz-07谱聚类的案例_jq" rel="nofollow">3.85、20210518-lzz-07谱聚类的案例_jq</a></strong></strong></h3> <h3><strong>25'54"&nbsp;<strong><a title="3.86、20210518-lzz-08-谱聚类的案例_jq" rel="nofollow">3.86、20210518-lzz-08-谱聚类的案例_jq</a></strong></strong></h3> <h3><strong>24'46"&nbsp;<strong><a title="3.87、20210518-lzz-09-SVM_jq" rel="nofollow">3.87、20210518-lzz-09-SVM_jq</a></strong></strong></h3> <h3><strong>33'9"&nbsp;<strong><a title="3.88、20210518-lzz-10-SVM_jq" rel="nofollow">3.88、20210518-lzz-10-SVM_jq</a></strong></strong></h3> <h3><strong>24'46"&nbsp;<strong><a title="3.89、20210518-lzz-11-SVM中的kkt条件_jq" rel="nofollow">3.89、20210518-lzz-11-SVM中的kkt条件_jq</a></strong></strong></h3> <h3><strong>18'18"&nbsp;<strong><a title="3.90、20210518-lzz-12-SVM中的kkt条件_jq" rel="nofollow">3.90、20210518-lzz-12-SVM中的kkt条件_jq</a></strong></strong></h3> <h3><strong>22'31"&nbsp;<strong><a title="3.91、20210519-lzz-01-SVM1_jq" rel="nofollow">3.91、20210519-lzz-01-SVM1_jq</a></strong></strong></h3> <h3><strong>22'2"&nbsp;<strong><a title="3.92、20210519-lzz-02-SVM1_jq" rel="nofollow">3.92、20210519-lzz-02-SVM1_jq</a></strong></strong></h3> <h3><strong>23'56"&nbsp;<strong><a title="3.93、20210519-lzz--03-SVM2_jq" rel="nofollow">3.93、20210519-lzz--03-SVM2_jq</a></strong></strong></h3> <h3><strong>26'39"&nbsp;<strong><a title="3.94、20210519-lzz--04-SVM2_jq" rel="nofollow">3.94、20210519-lzz--04-SVM2_jq</a></strong></strong></h3> <h3><strong>21'57"&nbsp;<strong><a title="3.95、20210519-lzz-05-SVM3_jq" rel="nofollow">3.95、20210519-lzz-05-SVM3_jq</a></strong></strong></h3> <h3><strong>23'14"&nbsp;<strong><a title="3.96、20210519-lzz-06-SVM3_jq" rel="nofollow">3.96、20210519-lzz-06-SVM3_jq</a></strong></strong></h3> <h3><strong>23'22"&nbsp;<strong><a title="3.97、20210519-lzz-07-SVM4_jq" rel="nofollow">3.97、20210519-lzz-07-SVM4_jq</a></strong></strong></h3> <h3><strong>27'52"&nbsp;<strong><a title="3.98、20210519-lzz-08-SVM4_jq" rel="nofollow">3.98、20210519-lzz-08-SVM4_jq</a></strong></strong></h3> <h3><strong>23'5"&nbsp;<strong><a title="3.99、20210519-lzz-09-SVM5_jq" rel="nofollow">3.99、20210519-lzz-09-SVM5_jq</a></strong></strong></h3> <h3><strong>30'6"&nbsp;<strong><a title="3.100、20210519-lzz-10-SVM5_jq" rel="nofollow">3.100、20210519-lzz-10-SVM5_jq</a></strong></strong></h3> <h3><strong>20'50"&nbsp;<strong><a title="3.101、20210519-lzz-11-SVM1_jq" rel="nofollow">3.101、20210519-lzz-11-SVM1_jq</a></strong></strong></h3> <h3><strong>34'24"&nbsp;<strong><a title="3.102、20210519-lzz-12-SVM1_jq" rel="nofollow">3.102、20210519-lzz-12-SVM1_jq</a></strong></strong></h3> <h3><strong>68'12"&nbsp;<strong><a title="3.103、20210521-lzz-集成学习回顾（循）" rel="nofollow">3.103、20210521-lzz-集成学习回顾（循）</a></strong></strong></h3> <h3><strong>62'29"&nbsp;<strong><a title="3.104、20210523-lzz-集成学习回顾2（循）" rel="nofollow">3.104、20210523-lzz-集成学习回顾2（循）</a></strong></strong></h3> <h3><strong>28'9"&nbsp;<strong><a title="3.105、20210525-lzz-01-SVM回顾_jq" rel="nofollow">3.105、20210525-lzz-01-SVM回顾_jq</a></strong></strong></h3> <h3><strong>32'19"&nbsp;<strong><a title="3.106、20210525-lzz-02-SVM回顾_jq" rel="nofollow">3.106、20210525-lzz-02-SVM回顾_jq</a></strong></strong></h3> <h3><strong>22'31"&nbsp;<strong><a title="3.107、20210525-lzz-03-SVM回顾2_jq" rel="nofollow">3.107、20210525-lzz-03-SVM回顾2_jq</a></strong></strong></h3> <h3><strong>20'28"&nbsp;<strong><a title="3.108、20210525-lzz-04-SVM回顾2_jq" rel="nofollow">3.108、20210525-lzz-04-SVM回顾2_jq</a></strong></strong></h3> <h3><strong>27'35"&nbsp;<strong><a title="3.109、20210525-lzz-05-SVR_jq" rel="nofollow">3.109、20210525-lzz-05-SVR_jq</a></strong></strong></h3> <h3><strong>27'33"&nbsp;<strong><a title="3.110、20210525-lzz-06-SVR_jq" rel="nofollow">3.110、20210525-lzz-06-SVR_jq</a></strong></strong></h3> <h3><strong>23'5"&nbsp;<strong><a title="3.111、20210525-lzz-07-SVM案例和总结_jq" rel="nofollow">3.111、20210525-lzz-07-SVM案例和总结_jq</a></strong></strong></h3> <h3><strong>25'20"&nbsp;<strong><a title="3.112、20210525-lzz-08-SVM案例和总结_jq" rel="nofollow">3.112、20210525-lzz-08-SVM案例和总结_jq</a></strong></strong></h3> <h3><strong>24'13"&nbsp;<strong><a title="3.113、20210525-lzz-09-朴素贝叶斯_jq" rel="nofollow">3.113、20210525-lzz-09-朴素贝叶斯_jq</a></strong></strong></h3> <h3><strong>24'46"&nbsp;<strong><a title="3.114、20210525-lzz-10-朴素贝叶斯_jq" rel="nofollow">3.114、20210525-lzz-10-朴素贝叶斯_jq</a></strong></strong></h3> <h3><strong>25'3"&nbsp;<strong><a title="3.115、20210525-lzz-11-朴素贝叶斯_jq" rel="nofollow">3.115、20210525-lzz-11-朴素贝叶斯_jq</a></strong></strong></h3> <h3><strong>25'53"&nbsp;<strong><a title="3.116、20210525-lzz-12-朴素贝叶斯_jq" rel="nofollow">3.116、20210525-lzz-12-朴素贝叶斯_jq</a></strong></strong></h3> <h3><strong>27'2"&nbsp;<strong><a title="3.117、20210526-lzz-01-EM算法1_jq" rel="nofollow">3.117、20210526-lzz-01-EM算法1_jq</a></strong></strong></h3> <h3><strong>26'28"&nbsp;<strong><a title="3.118、20210526-lzz-02-EM算法1_jq" rel="nofollow">3.118、20210526-lzz-02-EM算法1_jq</a></strong></strong></h3> <h3><strong>24'46"&nbsp;<strong><a title="3.119、20210526-lzz-03-EM算法2_jq" rel="nofollow">3.119、20210526-lzz-03-EM算法2_jq</a></strong></strong></h3> <h3><strong>31'18"&nbsp;<strong><a title="3.120、20210526-lzz-04-EM算法2_jq" rel="nofollow">3.120、20210526-lzz-04-EM算法2_jq</a></strong></strong></h3> <h3><strong>25'54"&nbsp;<strong><a title="3.121、20210526-lzz-05-EM算法3_jq" rel="nofollow">3.121、20210526-lzz-05-EM算法3_jq</a></strong></strong></h3> <h3><strong>25'3"&nbsp;<strong><a title="3.122、20210526-lzz-06-EM算法3_jq" rel="nofollow">3.122、20210526-lzz-06-EM算法3_jq</a></strong></strong></h3> <h3><strong>26'11"&nbsp;<strong><a title="3.123、20210526-lzz-07-GMM算法_jq" rel="nofollow">3.123、20210526-lzz-07-GMM算法_jq</a></strong></strong></h3> <h3><strong>27'52"&nbsp;<strong><a title="3.124、20210526-lzz-08-GMM算法_jq" rel="nofollow">3.124、20210526-lzz-08-GMM算法_jq</a></strong></strong></h3> <h3><strong>21'24"&nbsp;<strong><a title="3.125、20210526-lzz-09-GMM算法案列_jq" rel="nofollow">3.125、20210526-lzz-09-GMM算法案列_jq</a></strong></strong></h3> <h3><strong>21'41"&nbsp;<strong><a title="3.126、20210526-lzz-10-GMM算法案列_jq" rel="nofollow">3.126、20210526-lzz-10-GMM算法案列_jq</a></strong></strong></h3> <h3><strong>27'52"&nbsp;<strong><a title="3.127、20210526-lzz-11-GMM算法案例_jq" rel="nofollow">3.127、20210526-lzz-11-GMM算法案例_jq</a></strong></strong></h3> <h3><strong>30'58"&nbsp;<strong><a title="3.128、20210526-lzz-12-GMM算法案例_jq" rel="nofollow">3.128、20210526-lzz-12-GMM算法案例_jq</a></strong></strong></h3> <h3><strong>63'37"&nbsp;<strong><a title="3.129、20210529-lzz-XGBOOST回顾（循）" rel="nofollow">3.129、20210529-lzz-XGBOOST回顾（循）</a></strong></strong></h3> <h3><strong>68'27"&nbsp;<strong><a title="3.130、20210530-lzz-SVM回顾（循）2" rel="nofollow">3.130、20210530-lzz-SVM回顾（循）2</a></strong></strong></h3> <h3><strong>26'11"&nbsp;<strong><a title="3.131、20160601-lzz-01-贝叶斯回顾和HMM基础知识_jq" rel="nofollow">3.131、20160601-lzz-01-贝叶斯回顾和HMM基础知识_jq</a></strong></strong></h3> <h3><strong>28'45"&nbsp;<strong><a title="3.132、20160601-lzz-02-贝叶斯回顾和HMM基础知识_jq" rel="nofollow">3.132、20160601-lzz-02-贝叶斯回顾和HMM基础知识_jq</a></strong></strong></h3> <h3><strong>21'57"&nbsp;<strong><a title="3.133、20160601-lzz-03-HMM问题1_jq" rel="nofollow">3.133、20160601-lzz-03-HMM问题1_jq</a></strong></strong></h3> <h3><strong>24'46"&nbsp;<strong><a title="3.134、20160601-lzz-04-HMM问题1_jq" rel="nofollow">3.134、20160601-lzz-04-HMM问题1_jq</a></strong></strong></h3> <h3><strong>24'13"&nbsp;<strong><a title="3.135、20160601-lzz-05-HMM前向算法_jq" rel="nofollow">3.135、20160601-lzz-05-HMM前向算法_jq</a></strong></strong></h3> <h3><strong>24'46"&nbsp;<strong><a title="3.136、20160601-lzz-06-HMM前向算法" rel="nofollow">3.136、20160601-lzz-06-HMM前向算法</a></strong></strong></h3> <h3><strong>24'13"&nbsp;<strong><a title="3.137、20160601-lzz-07-HMM概率后向算法_jq" rel="nofollow">3.137、20160601-lzz-07-HMM概率后向算法_jq</a></strong></strong></h3> <h3><strong>28'54"&nbsp;<strong><a title="3.138、20160601-lzz-08-HMM概率后向算法_jq" rel="nofollow">3.138、20160601-lzz-08-HMM概率后向算法_jq</a></strong></strong></h3> <h3><strong>23'39"&nbsp;<strong><a title="3.139、20160601-lzz-09-HMM学习问题_jq" rel="nofollow">3.139、20160601-lzz-09-HMM学习问题_jq</a></strong></strong></h3> <h3><strong>28'37"&nbsp;<strong><a title="3.140、20160601-lzz-10-HMM预测i问题_jq" rel="nofollow">3.140、20160601-lzz-10-HMM预测i问题_jq</a></strong></strong></h3> <h3><strong>20'16"&nbsp;<strong><a title="3.141、20160601-lzz-11-HMM案例_jq" rel="nofollow">3.141、20160601-lzz-11-HMM案例_jq</a></strong></strong></h3> <h3><strong>20'50"&nbsp;<strong><a title="3.142、20160601-lzz-12-HMM案例_jq" rel="nofollow">3.142、20160601-lzz-12-HMM案例_jq</a></strong></strong></h3> <h3><strong>26'11"&nbsp;<strong><a title="3.143、20210602-lzz-01-主题模型1_jq" rel="nofollow">3.143、20210602-lzz-01-主题模型1_jq</a></strong></strong></h3> <h3><strong>31'32"&nbsp;<strong><a title="3.144、20210602-lzz-02-主题模型1_jq" rel="nofollow">3.144、20210602-lzz-02-主题模型1_jq</a></strong></strong></h3> <h3><strong>21'57"&nbsp;<strong><a title="3.145、20210602-lzz-03-主题模型2_jq" rel="nofollow">3.145、20210602-lzz-03-主题模型2_jq</a></strong></strong></h3> <h3><strong>23'10"&nbsp;<strong><a title="3.146、20210602-lzz-04-主题模型2_jq" rel="nofollow">3.146、20210602-lzz-04-主题模型2_jq</a></strong></strong></h3> <h3><strong>20'33"&nbsp;<strong><a title="3.147、20210602-lzz-05-主题模型_jq" rel="nofollow">3.147、20210602-lzz-05-主题模型_jq</a></strong></strong></h3> <h3><strong>22'6"&nbsp;<strong><a title="3.148、20210602-lzz-06-主题模型_jq" rel="nofollow">3.148、20210602-lzz-06-主题模型_jq</a></strong></strong></h3> <h3><strong>19'42"&nbsp;<strong><a title="3.149、20210602-lzz-07-数据集的清洗1_jq" rel="nofollow">3.149、20210602-lzz-07-数据集的清洗1_jq</a></strong></strong></h3> <h3><strong>25'20"&nbsp;<strong><a title="3.150、20210602-lzz-09-数据的文本分词_jq" rel="nofollow">3.150、20210602-lzz-09-数据的文本分词_jq</a></strong></strong></h3> <h3><strong>29'0"&nbsp;<strong><a title="3.151、20210602-lzz-11-数据集的标准化和降维_jq" rel="nofollow">3.151、20210602-lzz-11-数据集的标准化和降维_jq</a></strong></strong></h3> <h3><strong>25'15"&nbsp;<strong><a title="3.152、20210602-lzz-10-数据的文本分词_jq" rel="nofollow">3.152、20210602-lzz-10-数据的文本分词_jq</a></strong></strong></h3> <h3><strong>34'2"&nbsp;<strong><a title="3.153、20210602-lzz-12-数据集的标准化和降维_jq" rel="nofollow">3.153、20210602-lzz-12-数据集的标准化和降维_jq</a></strong></strong></h3> <h3><strong>19'32"&nbsp;<strong><a title="3.154、20210602-lzz-08-数据集的清洗1_jq" rel="nofollow">3.154、20210602-lzz-08-数据集的清洗1_jq</a></strong></strong></h3> <h3><strong>62'29"&nbsp;<strong><a title="3.155、20210605-lzz-SVM回顾（循）" rel="nofollow">3.155、20210605-lzz-SVM回顾（循）</a></strong></strong></h3> <h3><strong>52'26"&nbsp;<strong><a title="3.156、20210606-lzz-机器学习总结" rel="nofollow">3.156、20210606-lzz-机器学习总结</a></strong></strong></h3> <h3><strong>26'45"&nbsp;<strong><a title="3.157、20210615-lzz-01-特征工程之降维_jq" rel="nofollow">3.157、20210615-lzz-01-特征工程之降维_jq</a></strong></strong></h3> <h3><strong>31'46"&nbsp;<strong><a title="3.158、20210615-lzz-02-特征工程之降维_jq" rel="nofollow">3.158、20210615-lzz-02-特征工程之降维_jq</a></strong></strong></h3> <h3><strong>20'50"&nbsp;<strong><a title="3.159、20210615-lzz-03-特征工程之降维_jq" rel="nofollow">3.159、20210615-lzz-03-特征工程之降维_jq</a></strong></strong></h3> <h3><strong>19'59"&nbsp;<strong><a title="3.160、20210615-lzz-04-特征工程之降维_jq" rel="nofollow">3.160、20210615-lzz-04-特征工程之降维_jq</a></strong></strong></h3> <h3><strong>22'14"&nbsp;<strong><a title="3.161、20210615-lzz-05-垃圾邮件处理_jq" rel="nofollow">3.161、20210615-lzz-05-垃圾邮件处理_jq</a></strong></strong></h3> <h3><strong>24'46"&nbsp;<strong><a title="3.162、20210615-lzz-06-垃圾邮件处理_jq" rel="nofollow">3.162、20210615-lzz-06-垃圾邮件处理_jq</a></strong></strong></h3> <h3><strong>27'52"&nbsp;<strong><a title="3.163、20210615-lzz-07-垃圾邮件处理_jq" rel="nofollow">3.163、20210615-lzz-07-垃圾邮件处理_jq</a></strong></strong></h3> <h3><strong>29'13"&nbsp;<strong><a title="3.164、20210615-lzz-08-垃圾邮件处理_jq" rel="nofollow">3.164、20210615-lzz-08-垃圾邮件处理_jq</a></strong></strong></h3> <h3><strong>20'50"&nbsp;<strong><a title="3.165、20210615-lzz-09-垃圾邮件处理_jq" rel="nofollow">3.165、20210615-lzz-09-垃圾邮件处理_jq</a></strong></strong></h3> <h3><strong>22'33"&nbsp;<strong><a title="3.166、20210615-lzz-10-垃圾邮件处理_jq" rel="nofollow">3.166、20210615-lzz-10-垃圾邮件处理_jq</a></strong></strong></h3> <h3><strong>27'2"&nbsp;<strong><a title="3.167、20210615-lzz-11-垃圾邮件处理_jq" rel="nofollow">3.167、20210615-lzz-11-垃圾邮件处理_jq</a></strong></strong></h3> <h3><strong>27'16"&nbsp;<strong><a title="3.168、20210615-lzz-12-垃圾邮件处理_jq" rel="nofollow">3.168、20210615-lzz-12-垃圾邮件处理_jq</a></strong></strong></h3> <h3><strong>24'29"&nbsp;<strong><a title="3.169、20210616-LZZ-01音乐分类项目_jq" rel="nofollow">3.169、20210616-LZZ-01音乐分类项目_jq</a></strong></strong></h3> <h3><strong>22'31"&nbsp;<strong><a title="3.170、20210616-LZZ-03-音乐分类项目_jq" rel="nofollow">3.170、20210616-LZZ-03-音乐分类项目_jq</a></strong></strong></h3> <h3><strong>25'12"&nbsp;<strong><a title="3.171、20210616-LZZ-04-音乐分类项目_jq" rel="nofollow">3.171、20210616-LZZ-04-音乐分类项目_jq</a></strong></strong></h3> <h3><strong>20'50"&nbsp;<strong><a title="3.172、20210616-LZZ-05-多分类_jq" rel="nofollow">3.172、20210616-LZZ-05-多分类_jq</a></strong></strong></h3> <h3><strong>22'20"&nbsp;<strong><a title="3.173、20210616-LZZ-06-多分类_jq" rel="nofollow">3.173、20210616-LZZ-06-多分类_jq</a></strong></strong></h3> <h3><strong>21'41"&nbsp;<strong><a title="3.174、20210616-LZZ-07-多分类_jq" rel="nofollow">3.174、20210616-LZZ-07-多分类_jq</a></strong></strong></h3> <h3><strong>23'32"&nbsp;<strong><a title="3.175、20210616-LZZ-08-多分类_jq" rel="nofollow">3.175、20210616-LZZ-08-多分类_jq</a></strong></strong></h3> <h3><strong>22'48"&nbsp;<strong><a title="3.176、20210616-LZZ-09-机器学习回顾_jq" rel="nofollow">3.176、20210616-LZZ-09-机器学习回顾_jq</a></strong></strong></h3> <h3><strong>29'31"&nbsp;<strong><a title="3.177、20210616-LZZ-10-机器学习回顾_jq" rel="nofollow">3.177、20210616-LZZ-10-机器学习回顾_jq</a></strong></strong></h3> <h3><strong>24'13"&nbsp;<strong><a title="3.178、20210616-LZZ-11-机器学习回顾_jq" rel="nofollow">3.178、20210616-LZZ-11-机器学习回顾_jq</a></strong></strong></h3> <h3><strong>25'37"&nbsp;<strong><a title="3.179、20210616-LZZ-12-机器学习回顾_jq" rel="nofollow">3.179、20210616-LZZ-12-机器学习回顾_jq</a></strong></strong></h3> <h3><strong>30'33"&nbsp;<strong><a title="3.180、20210619-lzz-01-机器学习总结树模型（循）_jq" rel="nofollow">3.180、20210619-lzz-01-机器学习总结树模型（循）_jq</a></strong></strong></h3> <h3><strong>31'46"&nbsp;<strong><a title="3.181、20210619-lzz-02-机器学习总结树模型（循）_jq" rel="nofollow">3.181、20210619-lzz-02-机器学习总结树模型（循）_jq</a></strong></strong></h3> <h3><strong>31'34"&nbsp;<strong><a title="3.182、20210620-lzz-01-机器学习总结树模型（循）_jq" rel="nofollow">3.182、20210620-lzz-01-机器学习总结树模型（循）_jq</a></strong></strong></h3> <h3><strong>31'13"&nbsp;<strong><a title="3.183、20210620-lzz-02-机器学习总结树模型（循）_jq" rel="nofollow">3.183、20210620-lzz-02-机器学习总结树模型（循）_jq</a></strong></strong></h3> <p></p> <h3>&nbsp;<a title="4.1、20210622__01_感知机1" rel="nofollow">4.1、20210622__01_感知机1</a></h3> <h3>45'15"&nbsp;<a title="4.2、20210622__02_感知机2" rel="nofollow">4.2、20210622__02_感知机2</a></h3> <h3>52'15"&nbsp;<a title="4.3、20210622__03_多层神经网络" rel="nofollow">4.3、20210622__03_多层神经网络</a></h3> <h3>56'5"&nbsp;<a title="4.4、20210622__04_反向传播1" rel="nofollow">4.4、20210622__04_反向传播1</a></h3> <h3>49'53"&nbsp;<a title="4.5、20210622__05_反向传播2" rel="nofollow">4.5、20210622__05_反向传播2</a></h3> <h3>53'3"&nbsp;<a title="4.6、20210622__06_反向传播3" rel="nofollow">4.6、20210622__06_反向传播3</a></h3> <h3>49'41"&nbsp;<a title="4.7、20210623__07_共享单车1" rel="nofollow">4.7、20210623__07_共享单车1</a></h3> <h3>52'3"&nbsp;<a title="4.8、20210623__08_共享单车2&amp;TF基础1" rel="nofollow">4.8、20210623__08_共享单车2&amp;TF基础1</a></h3> <h3>52'5"&nbsp;<a title="4.9、20210623__09_tensorflow1" rel="nofollow">4.9、20210623__09_tensorflow1</a></h3> <h3>50'11"&nbsp;<a title="4.10、20210623__10_tensorflow 2" rel="nofollow">4.10、20210623__10_tensorflow 2</a></h3> <h3>46'6"&nbsp;<a title="4.11、20210623__11_tensorflow 3" rel="nofollow">4.11、20210623__11_tensorflow 3</a></h3> <h3>63'45"&nbsp;<a title="4.12、20210623__12_tensorflow4" rel="nofollow">4.12、20210623__12_tensorflow4</a></h3> <h3>61'23"&nbsp;<a title="4.13、6月26日晚答疑" rel="nofollow">4.13、6月26日晚答疑</a></h3> <h3>34'39"&nbsp;<a title="4.14、6月27日晚答疑1" rel="nofollow">4.14、6月27日晚答疑1</a></h3> <h3>25'11"&nbsp;<a title="4.15、补第一节课部分" rel="nofollow">4.15、补第一节课部分</a></h3> <h3>50'2"&nbsp;<a title="4.16、6.29 卷积基础1" rel="nofollow">4.16、6.29 卷积基础1</a></h3> <h3>51'50"&nbsp;<a title="4.17、6.29 卷积基础2" rel="nofollow">4.17、6.29 卷积基础2</a></h3> <h3>49'35"&nbsp;<a title="4.18、6.29 卷积基础3" rel="nofollow">4.18、6.29 卷积基础3</a></h3> <h3>49'56"&nbsp;<a title="4.19、6.29 卷积基础5" rel="nofollow">4.19、6.29 卷积基础5</a></h3> <h3>50'36"&nbsp;<a title="4.20、6.29 卷积基础4" rel="nofollow">4.20、6.29 卷积基础4</a></h3> <h3>52'26"&nbsp;<a title="4.21、6.29 卷积基础6" rel="nofollow">4.21、6.29 卷积基础6</a></h3> <h3>49'45"&nbsp;<a title="4.22、6.30 CNN编程1" rel="nofollow">4.22、6.30 CNN编程1</a></h3> <h3>49'29"&nbsp;<a title="4.23、6.30 CNN编程2" rel="nofollow">4.23、6.30 CNN编程2</a></h3> <h3>50'2"&nbsp;<a title="4.24、6.30 Alexnet编程" rel="nofollow">4.24、6.30 Alexnet编程</a></h3> <h3>50'10"&nbsp;<a title="4.25、6.30 CIFAR10调参" rel="nofollow">4.25、6.30 CIFAR10调参</a></h3> <h3>50'58"&nbsp;<a title="4.26、6.30 CIFAR10调参2" rel="nofollow">4.26、6.30 CIFAR10调参2</a></h3> <h3>51'16"&nbsp;<a title="4.27、6.30 BN" rel="nofollow">4.27、6.30 BN</a></h3> <h3>68'59"&nbsp;<a title="4.28、CNN答疑_tang_20210703" rel="nofollow">4.28、CNN答疑_tang_20210703</a></h3> <h3>49'17"&nbsp;<a title="4.29、CNN编程回顾_tang_20210706_01" rel="nofollow">4.29、CNN编程回顾_tang_20210706_01</a></h3> <h3>52'35"&nbsp;<a title="4.30、Alexnet&amp;Keras_tang_20210706_02" rel="nofollow">4.30、Alexnet&amp;Keras_tang_20210706_02</a></h3> <h3>51'14"&nbsp;<a title="4.31、VGG基础_tang_20210706_03" rel="nofollow">4.31、VGG基础_tang_20210706_03</a></h3> <h3>47'31"&nbsp;<a title="4.32、VGG基础&amp;&amp;迁移学习_tang_20210706_04" rel="nofollow">4.32、VGG基础&amp;&amp;迁移学习_tang_20210706_04</a></h3> <h3>50'17"&nbsp;<a title="4.33、迁移学习_tang_20210706_05" rel="nofollow">4.33、迁移学习_tang_20210706_05</a></h3> <h3>52'9"&nbsp;<a title="4.34、keras基础_tang_20210706_06" rel="nofollow">4.34、keras基础_tang_20210706_06</a></h3> <h3>50'10"&nbsp;<a title="4.35、keras编程_tang_20210707_01" rel="nofollow">4.35、keras编程_tang_20210707_01</a></h3> <h3>52'53"&nbsp;<a title="4.36、NIN&amp;Inception_tang_20210707_02" rel="nofollow">4.36、NIN&amp;Inception_tang_20210707_02</a></h3> <h3>49'14"&nbsp;<a title="4.37、Inception&amp;Highwway_tang_20210707_03" rel="nofollow">4.37、Inception&amp;Highwway_tang_20210707_03</a></h3> <h3>50'3"&nbsp;<a title="4.38、Resnet_tang_20210707_04" rel="nofollow">4.38、Resnet_tang_20210707_04</a></h3> <h3>50'19"&nbsp;<a title="4.39、Resnet_DenseNet_20210707_05" rel="nofollow">4.39、Resnet_DenseNet_20210707_05</a></h3> <h3>51'12"&nbsp;<a title="4.40、DenseNet_MobileNet_20210707_06" rel="nofollow">4.40、DenseNet_MobileNet_20210707_06</a></h3> <h3>60'44"&nbsp;<a title="4.41、大型神经网络答疑_tang_20210710" rel="nofollow">4.41、大型神经网络答疑_tang_20210710</a></h3> <h3>50'50"&nbsp;<a title="4.42、RNN基础_tang_20210713_01" rel="nofollow">4.42、RNN基础_tang_20210713_01</a></h3> <h3>50'43"&nbsp;<a title="4.43、RNN基础_tang_20210713_02" rel="nofollow">4.43、RNN基础_tang_20210713_02</a></h3> <h3>49'5"&nbsp;<a title="4.44、BPTT_tang_20210713_03" rel="nofollow">4.44、BPTT_tang_20210713_03</a></h3> <h3>56'57"&nbsp;<a title="4.45、LSTM基础1_tang_20210713_06" rel="nofollow">4.45、LSTM基础1_tang_20210713_06</a></h3> <h3>51'3"&nbsp;<a title="4.46、RNN编程_tang_20210713_04" rel="nofollow">4.46、RNN编程_tang_20210713_04</a></h3> <h3>50'29"&nbsp;<a title="4.47、RNN编程2_tang_20210713_05" rel="nofollow">4.47、RNN编程2_tang_20210713_05</a></h3> <h3>49'33"&nbsp;<a title="4.48、LSTM基础2_tang_20210714_01" rel="nofollow">4.48、LSTM基础2_tang_20210714_01</a></h3> <h3>51'50"&nbsp;<a title="4.49、CharRNN_tang_20210714_02" rel="nofollow">4.49、CharRNN_tang_20210714_02</a></h3> <h3>53'43"&nbsp;<a title="4.50、CharRNN&amp;LSTM基础3_tang_20210714_03" rel="nofollow">4.50、CharRNN&amp;LSTM基础3_tang_20210714_03</a></h3> <h3>50'28"&nbsp;<a title="4.51、NLP基础_tang_20210714_04" rel="nofollow">4.51、NLP基础_tang_20210714_04</a></h3> <h3>52'22"&nbsp;<a title="4.52、NLP基础2_tang_20210714_05" rel="nofollow">4.52、NLP基础2_tang_20210714_05</a></h3> <h3>51'3"&nbsp;<a title="4.53、NLP基础3_tang_20210714_06" rel="nofollow">4.53、NLP基础3_tang_20210714_06</a></h3> <h3>62'52"&nbsp;<a title="4.54、周三答疑RNN基础_tang_20210717" rel="nofollow">4.54、周三答疑RNN基础_tang_20210717</a></h3> <h3>50'2"&nbsp;<a title="4.55、中文评论分析_tang_20210720_01" rel="nofollow">4.55、中文评论分析_tang_20210720_01</a></h3> <h3>51'12"&nbsp;<a title="4.56、中文评论分析_tang_20210720_02" rel="nofollow">4.56、中文评论分析_tang_20210720_02</a></h3> <h3>48'13"&nbsp;<a title="4.57、seq2seq基础_tang_20210720_03" rel="nofollow">4.57、seq2seq基础_tang_20210720_03</a></h3> <h3>50'6"&nbsp;<a title="4.58、seq2seq基础2_tang_20210720_04" rel="nofollow">4.58、seq2seq基础2_tang_20210720_04</a></h3> <h3>52'25"&nbsp;<a title="4.59、seq2seq基础3_tang_20210720_05" rel="nofollow">4.59、seq2seq基础3_tang_20210720_05</a></h3> <h3>58'25"&nbsp;<a title="4.60、attention基础1_tang_20210720_06" rel="nofollow">4.60、attention基础1_tang_20210720_06</a></h3> <h3>50'14"&nbsp;<a title="4.61、attention基础2_tang_20210721_01" rel="nofollow">4.61、attention基础2_tang_20210721_01</a></h3> <h3>53'5"&nbsp;<a title="4.62、attention基础3_tang_20210721_02" rel="nofollow">4.62、attention基础3_tang_20210721_02</a></h3> <h3>52'52"&nbsp;<a title="4.63、attention进阶_tang_20210721_03" rel="nofollow">4.63、attention进阶_tang_20210721_03</a></h3> <h3>51'22"&nbsp;<a title="4.64、GAN基础1_tang_20210721_04" rel="nofollow">4.64、GAN基础1_tang_20210721_04</a></h3> <h3>50'20"&nbsp;<a title="4.65、GAN基础2_tang_20210721_05" rel="nofollow">4.65、GAN基础2_tang_20210721_05</a></h3> <h3>51'54"&nbsp;<a title="4.66、GAN基础3_tang_20210721_06" rel="nofollow">4.66、GAN基础3_tang_20210721_06</a></h3> <h3>60'34"&nbsp;<a title="4.67、Transformer答疑_tang_20210724" rel="nofollow">4.67、Transformer答疑_tang_20210724</a></h3> <h3>&nbsp;<a title="5.1、202100727_zxy_16班_图像处理_转" rel="nofollow">5.1、202100727_zxy_16班_图像处理_转</a></h3> <h3>20'18"&nbsp;<a title="5.2、202100727_zxy_16班_图像处理02_转" rel="nofollow">5.2、202100727_zxy_16班_图像处理02_转</a></h3> <h3>84'50"&nbsp;<a title="5.3、202100727_zxy_16班_图像处理03_转" rel="nofollow">5.3、202100727_zxy_16班_图像处理03_转</a></h3> <h3>43'6"&nbsp;<a title="5.4、202100727_zxy_16班_图像处理04_转" rel="nofollow">5.4、202100727_zxy_16班_图像处理04_转</a></h3> <h3>45'19"&nbsp;<a title="5.5、202100727_zxy_16班_图像处理卷积网络_转" rel="nofollow">5.5、202100727_zxy_16班_图像处理卷积网络_转</a></h3> <h3>100'22"&nbsp;<a title="5.6、20210625_zxy_11班_图像分类_转" rel="nofollow">5.6、20210625_zxy_11班_图像分类_转</a></h3> <h3>100'22"&nbsp;<a title="5.7、20210625_zxy_11班_图像分类_" rel="nofollow">5.7、20210625_zxy_11班_图像分类_</a></h3> <h3>20'4"&nbsp;<a title="5.8、202100803_zxy_16班_pytorch_转" rel="nofollow">5.8、202100803_zxy_16班_pytorch_转</a></h3> <h3>20'19"&nbsp;<a title="5.9、202100803_zxy_16班_pytorch架构_转" rel="nofollow">5.9、202100803_zxy_16班_pytorch架构_转</a></h3> <h3>12'50"&nbsp;<a title="5.10、202100803_zxy_16班_pytorch架构02_转" rel="nofollow">5.10、202100803_zxy_16班_pytorch架构02_转</a></h3> <h3>51'39"&nbsp;<a title="5.11、202100803_zxy_16班_pytorch架构03_转" rel="nofollow">5.11、202100803_zxy_16班_pytorch架构03_转</a></h3> <h3>29'57"&nbsp;<a title="5.12、202100803_zxy_16班_pytorch架构04_转" rel="nofollow">5.12、202100803_zxy_16班_pytorch架构04_转</a></h3> <h3>37'27"&nbsp;<a title="5.13、202100803_zxy_16班_pytorch金字塔网络代码.exe_" rel="nofollow">5.13、202100803_zxy_16班_pytorch金字塔网络代码.exe_</a></h3> <h3>40'11"&nbsp;<a title="5.14、202100803_zxy_16班_pytorch金字塔网络代码03_" rel="nofollow">5.14、202100803_zxy_16班_pytorch金字塔网络代码03_</a></h3> <h3>55'28"&nbsp;<a title="5.15、202100803_zxy_16班_pytorch金字塔网络介绍_" rel="nofollow">5.15、202100803_zxy_16班_pytorch金字塔网络介绍_</a></h3> <h3>32'24"&nbsp;<a title="5.16、202100803_zxy_16班_pytorch金字塔代码数据预处理_转" rel="nofollow">5.16、202100803_zxy_16班_pytorch金字塔代码数据预处理_转</a></h3> <h3>56'49"&nbsp;<a title="5.17、202100803_zxy_16班_pytorch金字塔代码讲解_转" rel="nofollow">5.17、202100803_zxy_16班_pytorch金字塔代码讲解_转</a></h3> <h3>56'49"&nbsp;<a title="5.18、202100804_zxy_16班_pytorch金字塔代码讲解_转" rel="nofollow">5.18、202100804_zxy_16班_pytorch金字塔代码讲解_转</a></h3> <h3>40'38"&nbsp;<a title="5.19、202100804_zxy_16班_pytorch金字塔代码类的设计_转" rel="nofollow">5.19、202100804_zxy_16班_pytorch金字塔代码类的设计_转</a></h3> <h3>32'24"&nbsp;<a title="5.20、202100804_zxy_16班_pytorch金字塔代码数据预处理_转" rel="nofollow">5.20、202100804_zxy_16班_pytorch金字塔代码数据预处理_转</a></h3> <h3>42'24"&nbsp;<a title="5.21、202100804_zxy_16班_pytorch金字塔代码模型设计(1)_转" rel="nofollow">5.21、202100804_zxy_16班_pytorch金字塔代码模型设计(1)_转</a></h3> <h3>56'26"&nbsp;<a title="5.22、202100804_zxy_16班_pytorch金字塔代码模型设计_转" rel="nofollow">5.22、202100804_zxy_16班_pytorch金字塔代码模型设计_转</a></h3> <h3>40'33"&nbsp;<a title="5.23、202100804_zxy_16班_pytorch金字塔代码模型设计02_转" rel="nofollow">5.23、202100804_zxy_16班_pytorch金字塔代码模型设计02_转</a></h3> <h3>59'33"&nbsp;<a title="5.24、202100807_zxy_16班_pytorch金字塔模型讲解_转" rel="nofollow">5.24、202100807_zxy_16班_pytorch金字塔模型讲解_转</a></h3> <h3>39'32"&nbsp;<a title="5.25、202100807_zxy_16班_pytorch金字塔模型讲解02_转" rel="nofollow">5.25、202100807_zxy_16班_pytorch金字塔模型讲解02_转</a></h3> <h3>58'4"&nbsp;<a title="5.26、202100808_zxy_16班_pytorch金字塔模型讲解01_转" rel="nofollow">5.26、202100808_zxy_16班_pytorch金字塔模型讲解01_转</a></h3> <h3>38'29"&nbsp;<a title="5.27、202100808_zxy_16班_pytorch金字塔模型讲解02_转" rel="nofollow">5.27、202100808_zxy_16班_pytorch金字塔模型讲解02_转</a></h3> <h3>58'42"&nbsp;<a title="5.28、202100809_zxy_16班_pytorch金字塔模型讲解01(1)_转" rel="nofollow">5.28、202100809_zxy_16班_pytorch金字塔模型讲解01(1)_转</a></h3> <h3>36'13"&nbsp;<a title="5.29、202100809_zxy_16班_pytorch金字塔模型讲解02(1)_转" rel="nofollow">5.29、202100809_zxy_16班_pytorch金字塔模型讲解02(1)_转</a></h3> <h3>54'22"&nbsp;<a title="5.30、202100810_zxy_16班_自然语言处理_bert代码讲解_转" rel="nofollow">5.30、202100810_zxy_16班_自然语言处理_bert代码讲解_转</a></h3> <h3>41'30"&nbsp;<a title="5.31、202100810_zxy_16班_自然语言处理_bert代码讲解02_转" rel="nofollow">5.31、202100810_zxy_16班_自然语言处理_bert代码讲解02_转</a></h3> <h3>39'56"&nbsp;<a title="5.32、202100810_zxy_16班_自然语言处理_bert代码讲解03_转" rel="nofollow">5.32、202100810_zxy_16班_自然语言处理_bert代码讲解03_转</a></h3> <h3>61'9"&nbsp;<a title="5.33、202100810_zxy_16班_自然语言处理_概要_转" rel="nofollow">5.33、202100810_zxy_16班_自然语言处理_概要_转</a></h3> <h3>42'15"&nbsp;<a title="5.34、202100810_zxy_16班_自然语言处理_语言模型_转" rel="nofollow">5.34、202100810_zxy_16班_自然语言处理_语言模型_转</a></h3> <h3>34'12"&nbsp;<a title="5.35、202100810_zxy_16班_自然语言处理_语言模型gpt2_转" rel="nofollow">5.35、202100810_zxy_16班_自然语言处理_语言模型gpt2_转</a></h3> <h3>57'6"&nbsp;<a title="5.36、202100811_zxy_16班_自然语言处理_bert代码讲解1" rel="nofollow">5.36、202100811_zxy_16班_自然语言处理_bert代码讲解1</a></h3> <h3>45'27"&nbsp;<a title="5.37、202100811_zxy_16班_自然语言处理_bert代码讲解02_转" rel="nofollow">5.37、202100811_zxy_16班_自然语言处理_bert代码讲解02_转</a></h3> <h3>36'32"&nbsp;<a title="5.38、202100811_zxy_16班_自然语言处理_bert代码讲解03_转" rel="nofollow">5.38、202100811_zxy_16班_自然语言处理_bert代码讲解03_转</a></h3> <h3>60'44"&nbsp;<a title="5.39、202100811_zxy_16班_自然语言处理_bert代码讲解04_转" rel="nofollow">5.39、202100811_zxy_16班_自然语言处理_bert代码讲解04_转</a></h3> <h3>42'52"&nbsp;<a title="5.40、202100811_zxy_16班_自然语言处理_bert代码讲解05_转" rel="nofollow">5.40、202100811_zxy_16班_自然语言处理_bert代码讲解05_转</a></h3> <h3>46'18"&nbsp;<a title="5.41、202100811_zxy_16班_自然语言处理_bert代码讲解06_转" rel="nofollow">5.41、202100811_zxy_16班_自然语言处理_bert代码讲解06_转</a></h3> <h3>60'28"&nbsp;<a title="5.42、202100812_zxy_16班_自然语言处理_bert代码讲解_转" rel="nofollow">5.42、202100812_zxy_16班_自然语言处理_bert代码讲解_转</a></h3> <h3>36'12"&nbsp;<a title="5.43、202100812_zxy_16班_自然语言处理_bert代码讲解02_转" rel="nofollow">5.43、202100812_zxy_16班_自然语言处理_bert代码讲解02_转</a></h3> <h3>59'42"&nbsp;<a title="5.44、202100813_zxy_16班_自然语言处理_bert代码讲解_转" rel="nofollow">5.44、202100813_zxy_16班_自然语言处理_bert代码讲解_转</a></h3> <h3>37'59"&nbsp;<a title="5.45、202100813_zxy_16班_自然语言处理_bert代码讲解02_转" rel="nofollow">5.45、202100813_zxy_16班_自然语言处理_bert代码讲解02_转</a></h3> <h3>52'31"&nbsp;<a title="5.46、202100814_zxy_16班_自然语言处理_bert代码讲解_转" rel="nofollow">5.46、202100814_zxy_16班_自然语言处理_bert代码讲解_转</a></h3> <h3>61'32"&nbsp;<a title="5.47、202100815_zxy_16班_自然语言处理_bert代码讲解_转" rel="nofollow">5.47、202100815_zxy_16班_自然语言处理_bert代码讲解_转</a></h3> <h3>36'47"&nbsp;<a 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<h3>60'57"&nbsp;<a title="5.106、202100830_zxy_16班_图像分类mixup01_转" rel="nofollow">5.106、202100830_zxy_16班_图像分类mixup01_转</a></h3> <h3>33'49"&nbsp;<a title="5.107、202100830_zxy_16班_图像分类mixup02_转" rel="nofollow">5.107、202100830_zxy_16班_图像分类mixup02_转</a></h3> <h3>65'30"&nbsp;<a title="5.108、202100902_zxy_16班_人脸识别_转" rel="nofollow">5.108、202100902_zxy_16班_人脸识别_转</a></h3> <h3>36'18"&nbsp;<a title="5.109、202100902_zxy_16班_文本摘要13_转" rel="nofollow">5.109、202100902_zxy_16班_文本摘要13_转</a></h3> <h3>57'58"&nbsp;<a title="5.110、202100903_zxy_16班_文本摘要14_转" rel="nofollow">5.110、202100903_zxy_16班_文本摘要14_转</a></h3> <h3>55'4"&nbsp;<a title="5.111、202100904_zxy_16班_文本摘要15_转" rel="nofollow">5.111、202100904_zxy_16班_文本摘要15_转</a></h3> <h3>38'42"&nbsp;<a title="5.112、202100904_zxy_16班_文本摘要16_转" rel="nofollow">5.112、202100904_zxy_16班_文本摘要16_转</a></h3> <h3>58'51"&nbsp;<a title="5.113、202100907_zxy_16班_命名实体识别1_转" rel="nofollow">5.113、202100907_zxy_16班_命名实体识别1_转</a></h3> <h3>38'39"&nbsp;<a title="5.114、202100907_zxy_16班_命名实体识别2_转" rel="nofollow">5.114、202100907_zxy_16班_命名实体识别2_转</a></h3> <h3>30'54"&nbsp;<a title="5.115、202100907_zxy_16班_命名实体识别3_转" rel="nofollow">5.115、202100907_zxy_16班_命名实体识别3_转</a></h3> <h3>57'19"&nbsp;<a title="5.116、202100907_zxy_16班_命名实体识别4_转" rel="nofollow">5.116、202100907_zxy_16班_命名实体识别4_转</a></h3> <h3>37'46"&nbsp;<a title="5.117、202100907_zxy_16班_命名实体识别5_转" rel="nofollow">5.117、202100907_zxy_16班_命名实体识别5_转</a></h3> <h3>46'59"&nbsp;<a title="5.118、202100907_zxy_16班_命名实体识别6_转" rel="nofollow">5.118、202100907_zxy_16班_命名实体识别6_转</a></h3> <h3>59'5"&nbsp;<a title="5.119、202100908_zxy_16班_命名实体识别7_转" rel="nofollow">5.119、202100908_zxy_16班_命名实体识别7_转</a></h3> <h3>38'2"&nbsp;<a title="5.120、202100908_zxy_16班_命名实体识别8_转" rel="nofollow">5.120、202100908_zxy_16班_命名实体识别8_转</a></h3> <h3>30'56"&nbsp;<a title="5.121、202100908_zxy_16班_命名实体识别9_转" rel="nofollow">5.121、202100908_zxy_16班_命名实体识别9_转</a></h3> <h3>57'49"&nbsp;<a title="5.122、202100908_zxy_16班_命名实体识别10_转" rel="nofollow">5.122、202100908_zxy_16班_命名实体识别10_转</a></h3> <h3>37'14"&nbsp;<a title="5.123、202100908_zxy_16班_命名实体识别11_转" rel="nofollow">5.123、202100908_zxy_16班_命名实体识别11_转</a></h3> <h3>49'24"&nbsp;<a title="5.124、202100908_zxy_16班_命名实体识别12_转" rel="nofollow">5.124、202100908_zxy_16班_命名实体识别12_转</a></h3> <h3>54'39"&nbsp;<a title="5.125、202100909_zxy_16班_命名实体识别13_转" rel="nofollow">5.125、202100909_zxy_16班_命名实体识别13_转</a></h3> <h3>40'17"&nbsp;<a title="5.126、202100909_zxy_16班_命名实体识别14_转" rel="nofollow">5.126、202100909_zxy_16班_命名实体识别14_转</a></h3> <h3>56'28"&nbsp;<a title="5.127、202100910_zxy_16班_命名实体识别15_转" rel="nofollow">5.127、202100910_zxy_16班_命名实体识别15_转</a></h3> <h3>35'41"&nbsp;<a title="5.128、202100910_zxy_16班_命名实体识别16_转" rel="nofollow">5.128、202100910_zxy_16班_命名实体识别16_转</a></h3> <h3>69'16"&nbsp;<a title="5.129、20210911_zxy_16班_命名实体识别17_转" rel="nofollow">5.129、20210911_zxy_16班_命名实体识别17_转</a></h3> <h3>28'10"&nbsp;<a title="5.130、20210911_zxy_16班_命名实体识别18_转" rel="nofollow">5.130、20210911_zxy_16班_命名实体识别18_转</a></h3> <h3>58'5"&nbsp;<a title="5.131、202100912_zxy_16班_命名实体识别19_转" rel="nofollow">5.131、202100912_zxy_16班_命名实体识别19_转</a></h3> <h3>38'46"&nbsp;<a title="5.132、202100912zxy_16班_命名实体识别20_转" rel="nofollow">5.132、202100912zxy_16班_命名实体识别20_转</a></h3> <h3>58'37"&nbsp;<a title="5.133、202100916_zxy_16班_命名实体识别21_转" rel="nofollow">5.133、202100916_zxy_16班_命名实体识别21_转</a></h3> <h3>61'31"&nbsp;<a title="5.134、202100917_zxy_16班_命名实体识别22" rel="nofollow">5.134、202100917_zxy_16班_命名实体识别22</a></h3> <h3>36'26"&nbsp;<a title="5.135、202100917_zxy_16班_命名实体识别23" rel="nofollow">5.135、202100917_zxy_16班_命名实体识别23</a></h3> <h3>57'8"&nbsp;<a title="5.136、202100918_zxy_16班_命名实体识别24_转" rel="nofollow">5.136、202100918_zxy_16班_命名实体识别24_转</a></h3> <h3>42'36"&nbsp;<a title="5.137、202100918_zxy_16班_命名实体识别25_转" rel="nofollow">5.137、202100918_zxy_16班_命名实体识别25_转</a></h3> <h3>36'8"&nbsp;<a title="5.138、202100916_zxy_16班简历_转" rel="nofollow">5.138、202100916_zxy_16班简历_转</a></h3> <h3>60'51"&nbsp;<a title="5.139、202100919_zxy_16班_命名实体识别26_转" rel="nofollow">5.139、202100919_zxy_16班_命名实体识别26_转</a></h3> <h3>37'21"&nbsp;<a title="5.140、202100919_zxy_16班_命名实体识别27" rel="nofollow">5.140、202100919_zxy_16班_命名实体识别27</a></h3> <h3>53'6"&nbsp;<a title="5.141、202100921_zxy_16班_目标检测01_转" rel="nofollow">5.141、202100921_zxy_16班_目标检测01_转</a></h3> <h3>45'17"&nbsp;<a title="5.142、202100921_zxy_16班_目标检测02_转" rel="nofollow">5.142、202100921_zxy_16班_目标检测02_转</a></h3> <h3>29'28"&nbsp;<a title="5.143、202100921_zxy_16班_目标检测03_转" rel="nofollow">5.143、202100921_zxy_16班_目标检测03_转</a></h3> <h3>62'26"&nbsp;<a title="5.144、202100921_zxy_16班_目标检测04_转" rel="nofollow">5.144、202100921_zxy_16班_目标检测04_转</a></h3> <h3>37'10"&nbsp;<a title="5.145、202100921_zxy_16班_目标检测05_转" rel="nofollow">5.145、202100921_zxy_16班_目标检测05_转</a></h3> <h3>46'7"&nbsp;<a title="5.146、202100921_zxy_16班_目标检测06_转" rel="nofollow">5.146、202100921_zxy_16班_目标检测06_转</a></h3> <h3>58'36"&nbsp;<a title="5.147、202100922_zxy_16班_目标检测07_转" rel="nofollow">5.147、202100922_zxy_16班_目标检测07_转</a></h3> <h3>49'11"&nbsp;<a title="5.148、202100922_zxy_16班_目标检测08_转" rel="nofollow">5.148、202100922_zxy_16班_目标检测08_转</a></h3> <h3>31'16"&nbsp;<a title="5.149、202100922_zxy_16班_目标检测09_转" rel="nofollow">5.149、202100922_zxy_16班_目标检测09_转</a></h3> <h3>53'36"&nbsp;<a title="5.150、202100922_zxy_16班_目标检测10_转" rel="nofollow">5.150、202100922_zxy_16班_目标检测10_转</a></h3> <h3>56'9"&nbsp;<a title="5.151、202100922_zxy_16班_目标检测11_转" rel="nofollow">5.151、202100922_zxy_16班_目标检测11_转</a></h3> <h3>40'33"&nbsp;<a title="5.152、202100922_zxy_16班_目标检测12_转" rel="nofollow">5.152、202100922_zxy_16班_目标检测12_转</a></h3> <h3>26'51"&nbsp;<a title="5.153、202100923_zxy_16班_目标检测13_转" rel="nofollow">5.153、202100923_zxy_16班_目标检测13_转</a></h3> <h3>72'44"&nbsp;<a title="5.154、202100923_zxy_16班_目标检测14_转" rel="nofollow">5.154、202100923_zxy_16班_目标检测14_转</a></h3> <h3>58'45"&nbsp;<a title="5.155、202100924_zxy_16班_目标检测15_转" rel="nofollow">5.155、202100924_zxy_16班_目标检测15_转</a></h3> <h3>36'40"&nbsp;<a title="5.156、202100924_zxy_16班_目标检测16_转" rel="nofollow">5.156、202100924_zxy_16班_目标检测16_转</a></h3> <h3>54'41"&nbsp;<a title="5.157、202100925_zxy_16班_目标检测17_转" rel="nofollow">5.157、202100925_zxy_16班_目标检测17_转</a></h3> <h3>44'52"&nbsp;<a title="5.158、202100925_zxy_16班_目标检测18_转" rel="nofollow">5.158、202100925_zxy_16班_目标检测18_转</a></h3> <h3>57'18"&nbsp;<a title="5.159、202100926_zxy_16班_目标检测19_转" rel="nofollow">5.159、202100926_zxy_16班_目标检测19_转</a></h3> <h3>40'30"&nbsp;<a title="5.160、202100926_zxy_16班_目标检测20_转" rel="nofollow">5.160、202100926_zxy_16班_目标检测20_转</a></h3> <h3>67'44"&nbsp;<a title="5.161、202100927_zxy_16班_目标检测21_转" rel="nofollow">5.161、202100927_zxy_16班_目标检测21_转</a></h3> <h3>33'17"&nbsp;<a title="5.162、202100927_zxy_16班_目标检测22_转" rel="nofollow">5.162、202100927_zxy_16班_目标检测22_转</a></h3> <h3>38'20"&nbsp;<a title="5.163、202100928_zxy_16班_目标检测23_转" rel="nofollow">5.163、202100928_zxy_16班_目标检测23_转</a></h3> <h3>56'15"&nbsp;<a title="5.164、202100928_zxy_16班_目标检测24_转" rel="nofollow">5.164、202100928_zxy_16班_目标检测24_转</a></h3> <h3>32'45"&nbsp;<a title="5.165、202100928_zxy_16班_目标检测25_转" rel="nofollow">5.165、202100928_zxy_16班_目标检测25_转</a></h3> <h3>56'19"&nbsp;<a title="5.166、202100928_zxy_16班_目标检测26_转" rel="nofollow">5.166、202100928_zxy_16班_目标检测26_转</a></h3> <h3>46'46"&nbsp;<a title="5.167、202100928_zxy_16班_目标检测27_转" rel="nofollow">5.167、202100928_zxy_16班_目标检测27_转</a></h3> <h3>41'15"&nbsp;<a title="5.168、202100928_zxy_16班_目标检测28_转" rel="nofollow">5.168、202100928_zxy_16班_目标检测28_转</a></h3> <h3>55'49"&nbsp;<a title="5.169、202100929_zxy_16班_目标检测29_转" rel="nofollow">5.169、202100929_zxy_16班_目标检测29_转</a></h3> <h3>46'2"&nbsp;<a title="5.170、202100929_zxy_16班_目标检测30_转" rel="nofollow">5.170、202100929_zxy_16班_目标检测30_转</a></h3> <h3>92'56"&nbsp;<a title="5.171、202100930_zxy_16班_目标检测31_转" rel="nofollow">5.171、202100930_zxy_16班_目标检测31_转</a></h3> <h3>37'30"&nbsp;<a title="5.172、202101008_zxy_16班_目标检测32_转" rel="nofollow">5.172、202101008_zxy_16班_目标检测32_转</a></h3> <h3>59'41"&nbsp;<a title="5.173、202101008_zxy_16班_简历_转" rel="nofollow">5.173、202101008_zxy_16班_简历_转</a></h3> <h3>61'44"&nbsp;<a title="5.174、202101009_zxy_16班_目标检测33_转" rel="nofollow">5.174、202101009_zxy_16班_目标检测33_转</a></h3> <h3>34'26"&nbsp;<a title="5.175、202101009_zxy_16班_目标检测34_转" rel="nofollow">5.175、202101009_zxy_16班_目标检测34_转</a></h3> <h3>56'13"&nbsp;<a title="5.176、202101010_zxy_16班_命名实体识别30_转" rel="nofollow">5.176、202101010_zxy_16班_命名实体识别30_转</a></h3> <h3>38'29"&nbsp;<a title="5.177、202101010_zxy_16班_命名实体识别31_转" rel="nofollow">5.177、202101010_zxy_16班_命名实体识别31_转</a></h3> <h3>72'31"&nbsp;<a title="5.178、202101011_zxy_16班_命名实体识别32_转" rel="nofollow">5.178、202101011_zxy_16班_命名实体识别32_转</a></h3> <h3>25'52"&nbsp;<a title="5.179、202101011_zxy_16班_命名实体识别33_转" rel="nofollow">5.179、202101011_zxy_16班_命名实体识别33_转</a></h3> <h3>47'1"&nbsp;<a title="5.180、202101012_zxy_16班_简历讲解34_转" rel="nofollow">5.180、202101012_zxy_16班_简历讲解34_转</a></h3> <h3>43'54"&nbsp;<a title="5.181、202101012_zxy_16班_简历讲解35_转" rel="nofollow">5.181、202101012_zxy_16班_简历讲解35_转</a></h3> <h3>49'7"&nbsp;<a title="5.182、202101013_zxy_16班_分割_转" rel="nofollow">5.182、202101013_zxy_16班_分割_转</a></h3> <h3>30'35"&nbsp;<a title="5.183、202101013_zxy_16班_分割02_转" rel="nofollow">5.183、202101013_zxy_16班_分割02_转</a></h3> <h3>31'38"&nbsp;<a title="5.184、202101013_zxy_16班_分割03_转" rel="nofollow">5.184、202101013_zxy_16班_分割03_转</a></h3> <h3>49'41"&nbsp;<a title="5.185、202101013_zxy_16班_分割04_转" rel="nofollow">5.185、202101013_zxy_16班_分割04_转</a></h3> <h3>54'5"&nbsp;<a title="5.186、202101014_zxy_16班_分割05_转" rel="nofollow">5.186、202101014_zxy_16班_分割05_转</a></h3> <h3>33'16"&nbsp;<a title="5.187、202101014_zxy_16班_分割06_转" rel="nofollow">5.187、202101014_zxy_16班_分割06_转</a></h3> <h3>57'26"&nbsp;<a title="5.188、202101014_zxy_16班_简历讲解_转" rel="nofollow">5.188、202101014_zxy_16班_简历讲解_转</a></h3> <h3>35'36"&nbsp;<a title="5.189、202101015_zxy_16班_分割07_转" rel="nofollow">5.189、202101015_zxy_16班_分割07_转</a></h3> <h3>50'33"&nbsp;<a title="5.190、202101015_zxy_16班_分割08_转" rel="nofollow">5.190、202101015_zxy_16班_分割08_转</a></h3> <h3>42'18"&nbsp;<a title="5.191、202101015_zxy_16班_分割09_转" rel="nofollow">5.191、202101015_zxy_16班_分割09_转</a></h3> <h3>55'11"&nbsp;<a title="5.192、202101016_zxy_16班_分割10_转" rel="nofollow">5.192、202101016_zxy_16班_分割10_转</a></h3> <h3>44'39"&nbsp;<a title="5.193、202101016_zxy_16班_分割11_转" rel="nofollow">5.193、202101016_zxy_16班_分割11_转</a></h3> <h3>39'15"&nbsp;<a title="5.194、202101016_zxy_16班_分割12_转" rel="nofollow">5.194、202101016_zxy_16班_分割12_转</a></h3> <h3>62'39"&nbsp;<a title="5.195、202101017_zxy_16班_分割13_转" rel="nofollow">5.195、202101017_zxy_16班_分割13_转</a></h3> <h3>53'5"&nbsp;<a title="5.196、202101018_zxy_16班_分割14_转" rel="nofollow">5.196、202101018_zxy_16班_分割14_转</a></h3> <h3>43'8"&nbsp;<a title="5.197、202101018_zxy_16班_分割15_转" rel="nofollow">5.197、202101018_zxy_16班_分割15_转</a></h3> <h3>52'45"&nbsp;<a title="5.198、202101019_zxy_16班_分割16_转" rel="nofollow">5.198、202101019_zxy_16班_分割16_转</a></h3> <h3>50'36"&nbsp;<a title="5.199、202101019_zxy_16班_分割17_转" rel="nofollow">5.199、202101019_zxy_16班_分割17_转</a></h3> <h3>30'13"&nbsp;<a title="5.200、202101019_zxy_16班_分割18_转" rel="nofollow">5.200、202101019_zxy_16班_分割18_转</a></h3> <h3>55'57"&nbsp;<a title="5.201、202101019_zxy_16班_分割19_转" rel="nofollow">5.201、202101019_zxy_16班_分割19_转</a></h3> <h3>47'8"&nbsp;<a title="5.202、202101019_zxy_16班_分割20_转" rel="nofollow">5.202、202101019_zxy_16班_分割20_转</a></h3> <h3>65'36"&nbsp;<a title="5.203、202101019_zxy_16班_分割21_转" rel="nofollow">5.203、202101019_zxy_16班_分割21_转</a></h3> <h3>59'36"&nbsp;<a title="5.204、202101020_zxy_16班_分割22_转" rel="nofollow">5.204、202101020_zxy_16班_分割22_转</a></h3> <h3>43'38"&nbsp;<a title="5.205、202101020_zxy_16班_分割23_转" rel="nofollow">5.205、202101020_zxy_16班_分割23_转</a></h3> <h3>34'14"&nbsp;<a title="5.206、202101020_zxy_16班_分割24_转" rel="nofollow">5.206、202101020_zxy_16班_分割24_转</a></h3> <h3>53'58"&nbsp;<a title="5.207、202101020_zxy_16班_分割25_转" rel="nofollow">5.207、202101020_zxy_16班_分割25_转</a></h3> <h3>40'39"&nbsp;<a title="5.208、202101020_zxy_16班_分割26_转" rel="nofollow">5.208、202101020_zxy_16班_分割26_转</a></h3> <h3>49'43"&nbsp;<a title="5.209、202101020_zxy_16班_分割27_转" rel="nofollow">5.209、202101020_zxy_16班_分割27_转</a></h3> <h3>58'28"&nbsp;<a title="5.210、202101021_zxy_16班_分割28_转" rel="nofollow">5.210、202101021_zxy_16班_分割28_转</a></h3> <h3>41'26"&nbsp;<a title="5.211、202101021_zxy_16班_分割29_转" rel="nofollow">5.211、202101021_zxy_16班_分割29_转</a></h3> <h3>58'12"&nbsp;<a title="5.212、202101022_zxy_16班_分割30_转" rel="nofollow">5.212、202101022_zxy_16班_分割30_转</a></h3> <h3>39'1"&nbsp;<a title="5.213、202101022_zxy_16班_分割31_转" rel="nofollow">5.213、202101022_zxy_16班_分割31_转</a></h3> <h3>61'23"&nbsp;<a title="5.214、202101023_zxy_16班_文本摘要数据处理_转" rel="nofollow">5.214、202101023_zxy_16班_文本摘要数据处理_转</a></h3> <h3>35'45"&nbsp;<a title="5.215、202101023_zxy_16班_文本摘要数据处理02_转" 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rel="nofollow">5.223、20211026_zxy_16班_文本摘要数据处理10_转</a></h3> <h3>58'45"&nbsp;<a title="5.224、20211026_zxy_16班_复习_转" rel="nofollow">5.224、20211026_zxy_16班_复习_转</a></h3> <h3>35'33"&nbsp;<a title="5.225、20211026_zxy_16班_复习02_转" rel="nofollow">5.225、20211026_zxy_16班_复习02_转</a></h3> </td> 
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   <td style="background-color:#a3e043;vertical-align:middle;"><strong>15</strong></td> 
   <td style="background-color:#a3e043;vertical-align:middle;"><strong>扩展-Arduino和C++实现物联网</strong></td> 
   <td style="background-color:#a3e043;vertical-align:middle;">传感器和UNO的使用</td> 
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   <td style="background-color:#fe2c23;vertical-align:middle;">16</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;width:213pt;">项目实战-国家电网燃料物流一体化管理平台</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">　</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">　</td> 
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   <td style="background-color:#fe2c23;vertical-align:middle;">17</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;width:213pt;">项目实战-枝江市智慧水务调度平台</td> 
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   <td style="background-color:#fe2c23;vertical-align:middle;">18</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;width:213pt;">项目实战-湖北省纪检监察全流程办案平台</td> 
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   <td style="background-color:#fe2c23;vertical-align:middle;">19</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;width:213pt;">项目实战-企业内部OA管理系统</td> 
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   <td style="background-color:#fe2c23;vertical-align:middle;">20</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;width:213pt;">项目实战-荆州市智慧留置办案平台</td> 
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   <td style="background-color:#fe2c23;vertical-align:middle;">21</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;width:213pt;">项目实战-武汉市廉政执法办案平台</td> 
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   <td style="background-color:#fe2c23;vertical-align:middle;">22</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;width:213pt;">项目实战-基于SOFA Stack自研金融一体化托管平台</td> 
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   <td style="background-color:#fe2c23;vertical-align:middle;">23</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">项目实战-SpringCloud+ServichMesh+Skyworking自研微服务电商平台</td> 
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   <td style="background-color:#fe2c23;vertical-align:middle;">24</td> 
   <td colspan="2" style="background-color:#fe2c23;vertical-align:middle;">项目实战-ServichMesh+SpringCloudAlibaba+Vue.js+DDD+IAAS/PAAS/SAAS实战新零售微服务电商平台</td> 
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   <td style="background-color:#fe2c23;vertical-align:middle;">25</td> 
   <td style="background-color:#fe2c23;vertical-align:middle;">项目实战-Iot物联网一站式配置管理平台</td> 
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