Computer Science Resources

Overview of Computer Science

• CS50

• The Computer Science Book
• Computer Science: An Overview

• What is Computer Science

Prerequisites for a Computer Science Degree

• The Missing Semester of Your CS Education

• Effective Shell
• Small Sharp Software Tools

• Missing Semester

Introduction to Programming

• Introduction to Computer Science and Programming in Python

• Think Python
• Introduction to Computation and Programming Using Python

• Introduction to Programming and Computation
• Python for Everybody

Introduction to Analytics and Data Science

• Introduction to Computational Thinking and Data Science

• Think Stats
• Think Bayes
• Introduction to Computation and Programming Using Python

• Introduction to Data Structures and Analytics

Mathematics for Computer Science

• MIT Open Learning Mathematics
• MIT Open Courseware - Undergraduate Mathematics

• Math for Programming

• Mathematics for Computer Science

Data Modeling and Databases

• Introduction to Database Systems

• Database Design
• Object Role Modeling
• Fundamentals of Database Systems

• Introduction to Database Systems

Web Development

• Learn Web Development

• HTML & CSS
• Eloquent JavaScript

• HTML & CSS for Absolute Beginners

Computer Architecture

• From Nand to Tetris

• Dive Into Systems
• Computer Systems: A Programmer's Perspective
• The C Programming Language

• C Programming for Everybody

Algorithms and Data Structures

• Introduction to Algorithms

• Introduction to Algorithms

• The Algorithm Design Manual

Computer Systems Principles and Concurrent Programming

• Advanced Programming in the UNIX Environment

• Advanced Programming in the UNIX Environment
• System Programming in Linux

• Advanced Programming in the UNIX Environment
• Overview of Concurrent Programming Concepts

Theory of Computing

• The Lambda Calculus for Absolute Dummies
• Great Ideas in Theoretical Computer Science

• Theory of Computation
• Introduction to the Theory of Computation

• Theory of Computation
• Computer Science Theory

Operating Systems

• Fundementals of Operating Systems

• Operating Systems: Three Easy Pieces
• Operating Systems Concepts

• Operating Systems for beginners

Networking

• Fundamentals of Computer Networking

• An Introduction to Computer Networks
• Computer Networking: A Top-Down Approach

• Computer Networking: A Top-Down Approach

Security

• Computer Systems Security
• Try Hack me

• Security Engineering
• Computer Security: A Hands-on Approach
• Internet Security: A Hands-on Approach

• Computer Systems Security

Functional and Logic Programming

• Structure and Interpretation of Computer Programs

• Structure and Interpretation of Computer Programs
• Haskell
• Prolog

• Structure and Interpretation of Computer Programs

Artificial Intelligence, Machine Learning, Deep Learning

• Artificial Intelligence

• Artificial Intelligence: Foundations of Computational Agents
• Machine Learning - A First Course for Engineers and Scientists
• Deep Learning
• Artificial Intelligence: A Modern Approach

• Artificial Intelligence

Graphics

• Computer Graphics

• Introduction to Computer Graphics
• Computer Graphics: Principles and Practice

• Introduction to Computer Graphics

Compilers and Interpreters

• Compiler Design

• Crafting Interpreters
• Compilers: Principles, Techniques, and Tools
• Engineering a Compiler

• Compilers
• Compilers

Distributed Systems

• Distributed Systems
• Kubernetes
• Podman
• Docker

• Designing Data-Intensive Applications

• Distributed Systems

Cloud Computing

• Amazon Web Services
• Azure
• Google Cloud

Software Architecture And Design

• The 12 Factor App
• Software Architecture for Developers
• Refactoring
• Design Patterns
• Fundamentals of Software Architecture
• UML Distilled
• Release It - Design and Deploy Production Ready Software

Software Engineering

• The Joel Test: 12 Steps to Better Code
• What is the Agile methodology?
• Open Practice Library
• The Pragmatic Programmer
• Agile Software Development, Principles, Patterns, and Practices
• The Mythical Man-Month, The: Essays on Software Engineering

Programming Languages

• Python
• Pascal
• C
• C++
• Java
• Go
• Rust
• Kotlin
• Swift
• Javascript

Tools

• Vim
• Edit
• Git
• Tmux
• SSH

IDEs

• Visual Studio Code
• Geany
• Code::Blocks
• Lazarus
• Eclipse
• Jetbrains IDEs
• RAD Studio

Free Online Text Books

• Open Text Books
• LibreTexts
• OpenStax

Online Training Links

• Microsoft
• Google
• MIT Open Learning
• Free Code Camp
• Coursera
• Udemy
• Boot.Dev
• Pluralsight
• Sololearn
• Codecademy
• Atlassian
• Edx
• Brilliant
• Saylor
• Exercism
• Leetcode

Publishers

• Green Tree Press
• The Pragmatic Bookshelf
• Manning
• No Starch Press
• O'Reilly
• Packt
• Leanpub
• Murach
• MIT Press
• Wiley
• Pearson
• Elsevier
• Morgan Kaufmann
• Springer
• McGraw Hill
• Apress
• Franklin Beedle
• zyBooks

Other useful Computer Science Resource Websites

• Teach Yourself Computer Science
• OSSU Computer Science