119 lines
2.7 KiB
Markdown
119 lines
2.7 KiB
Markdown
# Computer Science - Extra Resources
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## Free Books
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- [Introduction to Computer Science](#introduction-to-computer-science)
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- [Math (Mathematical Thinking)](#math-mathematical-thinking)
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- [Program Design](#program-design)
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- [Math (Discrete Math)](#math-discrete-math)
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- [Algorithms](#algorithms)
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- [Programming Paradigms](#programming-paradigms)
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- [Software Testing](#software-testing)
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- [Math (Calculus)](#math-calculus)
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- [Software Architecture](#software-architecture)
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- [Theory](#theory)
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- [Software Engineering](#software-engineering)
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- [Math (Probability)](#math-probability)
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- [Computer Architecture](#computer-architecture)
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- [Operating Systems](#operating-systems)
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- [Computer Networks](#computer-networks)
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- [Databases](#databases)
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- [Cloud Computing](#cloud-computing)
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- [Math (Linear Algebra)](#math-linear-algebra)
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- [Cryptography](#cryptography)
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- [Security](#security)
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- [Compilers](#compilers)
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- [Parallel Computing](#parallel-computing)
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- [UX Design](#ux-design)
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- [Computer Graphics](#computer-graphics)
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- [Artificial Intelligence](#artificial-intelligence)
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- [Machine Learning](#machine-learning)
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- [Natural Language Processing](#natural-language-processing)
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- [Big Data](#big-data)
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- [Data Mining](#data-mining)
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- [Internet of Things](#internet-of-things)
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---
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### Introduction to Computer Science
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Name | Author(s)
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[Structure and Interpretation of Computer Programs](https://mitpress.mit.edu/sicp/full-text/book/book.html) | Hal Abelson, Jerry Sussman, Julie Sussman
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[Introduction to Computing: Explorations in Language, Logic, and Machines](http://www.computingbook.org/) | David Evans
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### Math (Mathematical Thinking)
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### Program Design
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### Math (Discrete Math)
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### Algorithms
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### Programming Paradigms
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### Software Testing
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### Math (Calculus)
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Name | Author(s)
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[Calculus Made Easy](http://www.gutenberg.org/ebooks/33283) | Silvanus P. Thompson
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### Software Architecture
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### Theory
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### Software Engineering
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### Math (Probability)
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Name | Author(s)
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[Grinstead and Snell’s Introduction to Probability](https://math.dartmouth.edu/~prob/prob/prob.pdf) |Charles M. Grinstead, J. Laurie Snell
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### Computer Architecture
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### Operating Systems
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### Computer Networks
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### Databases
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### Cloud Computing
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### Math (Linear Algebra)
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### Cryptography
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### Security
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### Compilers
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Name | Author(s)
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[Compiler Construction](http://www.ethoberon.ethz.ch/WirthPubl/CBEAll.pdf) | Niklaus Wirth
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### Parallel Computing
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### UX Design
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### Computer Graphics
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### Artificial Intelligence
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### Machine Learning
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Name | Author(s)
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[Deep Learning](http://www.deeplearningbook.org/) | Ian Goodfellow, Yoshua Bengio and Aaron Courville
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### Natural Language Processing
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### Big Data
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### Data Mining
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### Internet of Things
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