Machine Learning, Mathematics, Math, Math For Machine Learning, Data Science.
and Neural Networks: The Book 1 | Entropy 2 | Conditional Entropy 3 | Joint Entropy 4 | Mutual Information 5 | Relative Entropy (Kullback-Leibler Divergence) 6 | Cross-Entropy 7 | Information Gain 8 | Shannon-Fano Coding 9 | Huffman Coding 10 | Data Entropy Chapter 7 — Optimization 1 | Gradient