Textbooks

Intelligence

教材
An Introduction to Statistical Learning
The Elements of Statistical Learning
Probabilistic Machine Learning
Deep Learning
Pattern Recognition and Machine Learning
Neuroscience: Exploring the Brain
Life: The Science of Biology

Mathematics

教材
Calculus
Introduction to Linear Algebra
Probability and Statistics
Elementary Differential Equations
A Course in Mathematical Logic

Computation

教材
The C Programming Language
The Elements of Computer Systems
Computer Systems: A Programmer’s Perspective
Introduction to the Theory of Computation
Computer Networking: A Top-Down Approach
Fundamentals of Computer Graphics
Information Theory: A Tutorial Introduction

Physics

教材
The Feynman Lectures on Physics
Classical Dynamics of Particles and Systems
Heat and Thermodynamics
Introduction to Quantum Mechanics
Modern Quantum Mechanics
Quantum Mechanics for Scientists and Engineers
Spacetime and Geometry
Foundations of Electromagnetic Theory
Fundamentals of Physics

Business

教材
Principles of Economics
Principles of Corporate Finance
Western Civilization