li-xin-yi / Machine_learning_techniques
machine learning techniques/机器学习技法
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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
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