邹博机器学习第5期

课程目录

1.机器学习与数学分析-1.flv

1.机器学习与数学分析.flv

2.概率论与贝叶斯先验.flv

3.矩阵和线性代数-2.flv

3.矩阵和线性代数.flv

4.Python基础.flv

5.Python库.flv

6.数据清洗和特征选择.flv

7.回归.flv

8.Logistic回归-1.flv

8.Logistic回归.flv

9.回归实践.flv

10.决策树和随机森林.flv

11.决策树和随机森林实践.flv

12.提升.flv

13.提升实践.flv

14.SVM.flv

15.SVM实践.flv

16.聚类上.flv

17.聚类下.flv

18.聚类实践.flv

19.EM算法.flv

20.EM算法实践.flv

21.主题模型.flv

22.主题模型实践.flv

23.HMM周末线下课.flv

23.隐马尔科夫模型HMM(第四期).flv

24.HMM实践.flv

课件.zip