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@hellfast.bsky.social
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