University

Georgia Tech STEM textbooks

4 canonical courses indexed across Computer Science. Every book required or recommended below has live price comparison across Amazon, eBay, AbeBooks, Alibris, and Pearson InformIT.

Courses

CS 1332
Data Structures and Algorithms
Computer Science
CS 3510
Design and Analysis of Algorithms
Computer Science
CS 6505
Computability, Algorithms, and Complexity
Computer Science
CS 7641
Machine Learning
Computer Science

Textbooks used at Georgia Tech

Introduction to Algorithms
Req
Thomas H. Cormen, Charles E. Leiserson et al.
Used in 2 courses
Introduction to the Theory of Computation
Req
Michael Sipser
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Req
Trevor Hastie, Robert Tibshirani et al.
An Introduction to Statistical Learning with Applications in R
Rec
Gareth James, Daniela Witten et al.
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
Rec
Aurélien Géron

Georgia Tech STEM textbooks

Courses

Textbooks used at Georgia Tech

Introduction to Algorithms

Introduction to the Theory of Computation

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

An Introduction to Statistical Learning with Applications in R

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow