【小象学院】机器学习升级版V

课程清单

视频

00.机器学习的代码实践.flv

01.机器学习与数学分析.flv

02.概率论与贝叶斯先验.flv

03.矩阵和线性代数.flv

04.Python基础.flv

05.Python库.flv

06.数据清洗和特征选择.flv

07.回归.flv

08.Logistic回归.flv

09.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(1).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

24.HMM实践.flv

课件.zip