University
Stanford STEM textbooks
8 canonical courses indexed across Computer Science, Mathematics, Physics. Every book required or recommended below has live price comparison across Amazon, eBay, AbeBooks, Alibris, and Pearson InformIT.
Courses
- CS 107Computer Organization and SystemsComputer Science
- CS 140Operating SystemsComputer Science
- CS 143CompilersComputer Science
- CS 161Design and Analysis of AlgorithmsComputer Science
- CS 221Artificial Intelligence: Principles and TechniquesComputer Science
- CS 229Machine LearningComputer Science
- MATH 51Linear Algebra and Differential Calculus of Several VariablesMathematics
- PHYSICS 41MechanicsPhysics
Textbooks used at Stanford
Artificial Intelligence: A Modern Approach
ReqStuart Russell, Peter Norvig
Compilers: Principles, Techniques, and Tools
ReqAlfred V. Aho, Monica S. Lam et al.
Computer Systems: A Programmer's Perspective
ReqRandal E. Bryant, David R. O'Hallaron
Introduction to Algorithms
ReqThomas H. Cormen, Charles E. Leiserson et al.
Modern Operating Systems
ReqAndrew S. Tanenbaum, Herbert Bos
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
ReqTrevor Hastie, Robert Tibshirani et al.
University Physics with Modern Physics
ReqHugh D. Young, Roger A. Freedman
An Introduction to Statistical Learning with Applications in R
RecGareth James, Daniela Witten et al.
Artificial Intelligence: A Modern Approach
RecStuart Russell, Peter Norvig
Calculus: Early Transcendentals
RecJames Stewart, Daniel Clegg et al.
Database Systems: The Complete Book
RecHector Garcia-Molina, Jeffrey D. Ullman et al.
Deep Learning
RecIan Goodfellow, Yoshua Bengio et al.
Introduction to Algorithms
RecThomas H. Cormen, Charles E. Leiserson et al.
Introduction to Linear Algebra
RecGilbert Strang
Operating System Concepts
RecAbraham Silberschatz, Peter B. Galvin et al.
Probabilistic Machine Learning: An Introduction
RecKevin P. Murphy