Main Textbooks

·Deep Learning, I. Goodfellow, Y. Bengio, A. Courville. Book PDF  Slides  Intro video
·Pattern Classification, R.O. Duda, P.E. Hart, and D.G. Stork. Book PDF

MIT Deep Learning Lectures (Video List)

Stanford Deep Learning Lectures (Video List)

李宏毅 Machine Learning Course (Video List)

Linear Algebra and Matrix

Probability and Statistics

Calculus and Optimization

Practical Guide

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