白话机器学习-用白话的方式通俗易懂的学习机器学习算法

港控/mmm° 2022-09-16 11:15 158阅读 0赞

![77faac59f21b4c378121f9dcde6663c6.png][]

## 白话机器学习 ##

### **监督学习算法** ###

#### 基础模型 ####

*  [算法理论+实战之K近邻算法][K]
 *  [算法理论+实战之决策树][Link 1]
 *  [算法理论+实战之朴素贝叶斯][Link 2]
 *  [算法理论+实战之支持向量机（SVM）][SVM]

#### 集成模型 ####

*  [算法理论+实战之Xgboost算法][Xgboost]
 *  [算法理论+实战之AdaBoost算法][AdaBoost]
 *  [算法理论+实战之LightGBM算法][LightGBM]

### **无监督学习算法** ###

*  [算法理论+实战之EM聚类][EM]
 *  [算法理论+实战之PCA降维][PCA]
 *  [算法理论+实战之K-Means聚类算法][K-Means]
 *  [算法理论+实战之关联规则][Link 3]
 *  [算法理论+实战之PageRank算法][PageRank]

此专栏致力于用**最白话的方式，通俗易懂的讲懂机器学习理论**，并用python进行简单的**机器学习实战**。

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[77faac59f21b4c378121f9dcde6663c6.png]: /images/20220828/e2b8702d268643759516231145194751.png
[K]: https://blog.csdn.net/weixin_39736606/article/details/109884053
[Link 1]: https://blog.csdn.net/wuzhongqiang/article/details/104282382
[Link 2]: https://blog.csdn.net/weixin_30790841/article/details/98834966
[SVM]: https://blog.csdn.net/fengdu78/article/details/104832641
[Xgboost]: https://blog.csdn.net/wuzhongqiang/article/details/104854890
[AdaBoost]: https://blog.csdn.net/fengdu78/article/details/104872226
[LightGBM]: https://blog.csdn.net/wuzhongqiang/article/details/105350579
[EM]: https://blog.csdn.net/wuzhongqiang/article/details/104312869
[PCA]: https://blog.csdn.net/abcdefg90876/article/details/105154172
[K-Means]: https://blog.csdn.net/Dhane/article/details/86661208
[Link 3]: https://blog.csdn.net/fengdu78/article/details/105571375
[PageRank]: https://blog.csdn.net/fengdu78/article/details/105743346