Artificial Intelligence
《人工智能》
The book divides artificial intelligence into two traditions — thinking, built on logic and search, and acting, built on probability and statistics…
Artificial Intelligence
Classic Index 96
Machine Learning
机器学习
The methodological foundation for learning patterns from data.
4 books
Artificial Intelligence
《人工智能》
The book divides artificial intelligence into two traditions — thinking, built on logic and search, and acting, built on probability and statistics…
Artificial Intelligence
Classic Index 96
Deep Learning
《深度学习》
A textbook by three founders of deep learning that begins with linear algebra, probability, and numerical computation and builds up to convolutional…
Artificial Intelligence
Classic Index 93
Reinforcement Learning
《强化学习导论》
This book distills “learning how to act” into a single problem: an agent improves its policy from a reward signal through repeated interaction with…
Artificial Intelligence
Classic Index 90
The Master Algorithm
《终极算法》
Domingos sorts machine learning into five schools — symbolists, connectionists, evolutionaries, Bayesians, and analogizers — and conjectures a…
Artificial Intelligence
Classic Index 85