Machine Learning Foundations (Prof.林轩田)
Coursera link:
(1) Part 1: https://www.coursera.org/learn/ntumlone-mathematicalfoundations
(2) Part 2: https://www.coursera.org/learn/ntumlone-algorithmicfoundations/home/welcome
NTU course link:
https://www.csie.ntu.edu.tw/~htlin/course/mlfound17fall/ (Version: 2017 Fall)
B站地址(若不能翻墙,可以替代coursera):
https://www.bilibili.com/video/av1624332?from=search&seid=9917519384575749492
Machine Learning Techniques
视频:https://www.bilibili.com/video/av12469267?from=search&seid=4836647643930895682
课件&hw:https://www.csie.ntu.edu.tw/~htlin/course/mltech18spring/