Computer Science Collection

Computer ScienceBooks

The study of computation, algorithms, and information processing that powers our digital world.

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Algorithms Automata Theory Complexity Theory Computational Statistics Computer Architecture Computer Vision Concurrency Cryptography Data Science Data Structures Deep Learning Game Theory Information Theory Learning Theory Model Checking Numerical Methods Signal Processing Statistical Learning Type Theory

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Curated Book Collection

Each book has been carefully selected by experts and organized by learning progression.

Algorithms

Unknown

Automata Theory

Unknown

Complexity Theory

Unknown

Computational Statistics

Unknown

Computer Architecture

Computer Architecture: A Quantitative Approach

John L. Hennessy, David A. Patterson

Computer Vision

Unknown

Concurrency

Unknown

Cryptography

Unknown

Data Science

Foundations of Data Science

Avrim Blum, John Hopcroft, Ravindran Kannan

Data Structures

Unknown

Deep Learning

Understanding Deep Learning

Simon J.D. Prince

Game Theory

Unknown

Information Theory

Unknown

Learning Theory

Unknown

Model Checking

Principles of Model Checking

Christel Baier, Joost-Pieter Katoen

Numerical Methods

Randomized Algorithms In Numerical Linear Algebra

Ravindran Kannan, Santosh Vempala

Signal Processing

Adaptive Filters

Ali H. Sayed

Statistical Learning

Unknown

Type Theory

Unknown

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