Machine Learning Books:
1. Mathematics for Machine Learning by Deisenroth, Faisal, and Ong
2. Linear Algebra and Its Applications by Gilbert Strang
3. All of Statistics by Larry Wasserman
Hell Fast·
1. The Elements of Statistical Learning by Hastie, Tibshirani, and Friedman
2. Machine Learning: A Probabilistic Perspective by Kevin P. Murphy
3. Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
Hell Fast·
1. Attention Is All You Need
2. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
3. GPT, GPT-2, GPT-3, and GPT-4 Technical Reports
4. Scaling Laws for Neural Language Models
5. Reinforcement Learning: An Introduction by Sutton and Barto