Algorithms
basics
10 Algorithms Every Machine Learning Enthusiast Should Know
Which Machine Learning Algorithm Should You Use By Problem Type?
Ecorithm
Searching for the Algorithms Underlying Life
The biological world is computational at its core, argues computer scientist Leslie Valiant. His “ecorithm” approach uses computational concepts to explore fundamental mysteries of evolution and the mind
- PAC Probably Approximately Correct: Natures Algorithms for Learning and Prospering in a Complex World
Practical Business Insights
++++ Why the Future of Machine Learning is Tiny
Learning
Practical Deep Learning For Coders - fast.ai
Alphazero’s real secret sauce is MCTS by Bram Cohem of BitTorrent
Alphazero changes two things: It uses a deep learning-based board evaluation function, and it uses Monte Carlo tree search (MCTS) instead of alpha-beta pruning to apply that function
Applications
AI protein-folding algorithms solve structures faster than ever
Deep learning makes its mark on protein-structure prediction.