What to Read After The Elements of Statistical Learning
Readers who loved The Elements of Statistical Learning by Trevor Hastie keep reaching for these 24 books. This list is built from where The Elements of Statistical Learning is read alongside other books across reader co-reads and book lists. The more independent sources agree on a title, the higher it ranks.
Books to read after The Elements of Statistical Learning
Pattern Recognition and Machine Learning (Information Science and Statistics)
An Introduction To Statistical Learning With Applications In R
Mining of Massive Datasets
INFORMATION THEORY, INFERENCE, AND LEARNING ALGORITHMS.
Programming Collective Intelligence
The Master Algorithm
Elements of Information Theory
Doing Data Science
Machine Learning (Mcgraw-Hill International Edit)
Data Analysis with Open Source Tools
Probability Theory
All of Statistics
Concrete mathematics
Probabilistic Graphical Models
Statistics
Data mining
Causality
Mathematical Theory of Communication
Introduction to Information Retrieval
Beautiful data
R cookbook
The mathematical theory of communication
An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
Doing Bayesian Data Analysis