Code and other materials in machine learning techniques

Class homepage: https://class.coursera.org/ntumltwo-001 ( no longer available on Coursera)

https://www.csie.ntu.edu.tw/~htlin/

Pre-course: Machine Learning Foundations

Lecturer: Hsuan-Tien Lin

Materials

• Slides: https://github.com/RedstoneWill/HsuanTienLin_MachineLearning/tree/master/Machine%20Learning%20Techniques/ppt
• Video: https://www.bilibili.com/video/av36760800
• Code & Exam: in this repo
• Book: Learning from Data: A Short Course
• Other MOOCs:
  • CaltechX: CS1156x Learning From Data (introductory Machine Learning course) on EdX, addressed by one of the authors above, the advisor of Prof. Lin (more details in this Zhihu answer)

Build

To generate quiz.pdf from .tex with TeXLive, open the folder and type:

latexmk

To get the answers in place, please uncomment the line in .tex:

\printanswers