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https://github.com/pythonchannel/NTU-HsuanTienLin-MachineLearning#课程介绍
Hsuan-Tien Lin 机器学习基石https://www.csie.ntu.edu.tw/~htlin/
机器学习基石(林轩田)https://www.bilibili.com/video/av1624332
机器学习技法(林轩田)https://www.bilibili.com/video/av12469267/
https://github.com/pythonchannel/NTU-HsuanTienLin-MachineLearning#课程内容
https://github.com/pythonchannel/NTU-HsuanTienLin-MachineLearning#机器学习基石
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Learning to Answer Yes/Nohttps://redstonewill.com/70/
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Noise and Errorhttps://redstonewill.com/227/
Linear Regressionhttps://redstonewill.com/232/
Logistic Regressionhttps://redstonewill.com/236/
Linear Models for Classificationhttps://redstonewill.com/243/
Nonlinear Transformationhttps://redstonewill.com/246/
Hazard of Overfittinghttps://redstonewill.com/249/
Regularizationhttps://redstonewill.com/252/
Validationhttps://redstonewill.com/255/
Three Learning Principleshttps://redstonewill.com/311/
https://github.com/pythonchannel/NTU-HsuanTienLin-MachineLearning#机器学习技法
Linear Support Vector Machinehttps://redstonewill.com/345/
Dual Support Vector Machinehttps://redstonewill.com/369/
Kernel Support Vector Machinehttps://redstonewill.com/393/
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Finalehttps://redstonewill.com/810/
https://github.com/pythonchannel/NTU-HsuanTienLin-MachineLearning#资源汇总
https://github.com/pythonchannel/NTU-HsuanTienLin-MachineLearning#课程视频
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Learning From Datahttp://amlbook.com/
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