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Computer Science - Extra Resources
Free Books
- Introduction to Computer Science
- Math (Mathematical Thinking)
- Program Design
- Math (Discrete Math)
- Algorithms
- Programming Paradigms
- Software Testing
- Math (Calculus)
- Software Architecture
- Theory
- Software Engineering
- Math (Probability)
- Computer Architecture
- Operating Systems
- Computer Networks
- Databases
- Cloud Computing
- Math (Linear Algebra)
- Cryptography
- Security
- Compilers
- Parallel Computing
- UX Design
- Computer Graphics
- Artificial Intelligence
- Machine Learning
- Natural Language Processing
- Big Data
- Data Mining
- Internet of Things
Introduction to Computer Science
| Name | Author(s) |
|---|---|
| Structure and Interpretation of Computer Programs | Hal Abelson, Jerry Sussman, Julie Sussman |
| Introduction to Computing: Explorations in Language, Logic, and Machines | David Evans |
Math (Mathematical Thinking)
Program Design
Math (Discrete Math)
| Name | Author(s) |
|---|---|
| Applied Discrete Structures | Alan Doerr, Ken Levasseur |
Algorithms
Programming Paradigms
Software Testing
Math (Calculus)
| Name | Author(s) |
|---|---|
| Calculus Made Easy | Silvanus P. Thompson |
Software Architecture
Theory
Software Engineering
Math (Probability)
| Name | Author(s) |
|---|---|
| Grinstead and Snell’s Introduction to Probability | Charles M. Grinstead, J. Laurie Snell |
Computer Architecture
Operating Systems
Computer Networks
Databases
Cloud Computing
Math (Linear Algebra)
Cryptography
Security
Compilers
| Name | Author(s) |
|---|---|
| Compiler Construction | Niklaus Wirth |
Parallel Computing
UX Design
Computer Graphics
Artificial Intelligence
Machine Learning
| Name | Author(s) |
|---|---|
| Deep Learning | Ian Goodfellow, Yoshua Bengio and Aaron Courville |
| Bayesian Reasoning and Machine Learning | David Barber |