00.機(jī)器學(xué)習(xí)的代碼實(shí)踐.flv
01.機(jī)器學(xué)習(xí)與數(shù)學(xué)分析.flv
02.概率論與貝葉斯先驗(yàn).flv
03.矩陣和線性代數(shù).flv
04.Python基礎(chǔ).flv
05.Python庫(kù).flv
06.數(shù)據(jù)清洗和特征選擇.flv
07.回歸.flv
08.Logistic回歸.flv
09.回歸實(shí)踐.flv
10.決策樹和隨機(jī)森林.flv
11.決策樹和隨機(jī)森林實(shí)踐.flv
12.提升.flv
13.提升實(shí)踐.flv
14.SVM.flv
15.SVM實(shí)踐.flv
16.聚類上.flv
17.聚類下.flv
18.聚類實(shí)踐.flv
19.EM算法.flv
20.EM算法實(shí)踐.flv
21.主題模型.flv
22.主題模型實(shí)踐.flv
23.HMM周末線下課.flv
24.HMM實(shí)踐.flv