Computer-Science-Resources

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Computer-Science-Resources

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Collection of resources spanning key areas of Computer Science

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<h1 align="center">Computer Science Resources</h1>

<p align="center">
    A collection of learning materials across multiple fields of <b>Computer Science</b>.
</p>

## Content

- Getting Started
  - [Map of Computer Science](https://www.youtube.com/watch?v=SzJ46YA_RaA)
  - [Map of Mathematics](https://www.youtube.com/watch?v=OmJ-4B-mS-Y)
  - [Map of Physics](https://www.youtube.com/watch?v=ZihywtixUYo&t)
  - [MIT Courses](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/)
  - [MIT 6.00 Intro to Computer Science & Programming](https://www.youtube.com/watch?v=k6U-i4gXkLM&list=PL4C4720A6F225E074)
  - [MIT 6.0001 Introduction to Computer Science & Programming in Python](https://www.youtube.com/playlist?list=PLUl4u3cNGP63WbdFxL8giv4yhgdMGaZNA)
  - [MIT 6.0002 Introduction to Computational Thinking and Data Science](https://www.youtube.com/playlist?list=PLUl4u3cNGP619EG1wp0kT-7rDE_Az5TNd)
  - [CS50 Harvard](https://www.youtube.com/watch?v=y62zj9ozPOM&list=PLhQjrBD2T3828ZVcVzEIhsHVgjANGZveu)
  - [Audio/Video Courses from Colleges and Universities](http://www.infocobuild.com/education/audio-video-courses/)
  - [Everything Computer Science](https://everythingcomputerscience.com/)
  - [Computer Science Roadmap](https://roadmap.sh/computer-science)
- Computer Fundamentals
  - [Algorithms & Data Structures](https://github.com/the-akira/Computer-Science-Resources/blob/master/db/algorithms_data_structures.md)
  - [Computer Architecture](https://github.com/the-akira/computer_science_web_resources/blob/master/db/computer_architecture.md)
  - [Operating Systems](https://github.com/the-akira/computer_science_web_resources/blob/master/db/operating_systems.md)
  - [Mathematics](https://github.com/the-akira/computer_science_web_resources/blob/master/db/mathematics.md)
  - [Regular Expressions](https://github.com/the-akira/computer_science_web_resources/blob/master/db/regular_expressions.md)
  - [Physics](https://github.com/the-akira/computer_science_web_resources/blob/master/db/physics.md)
  - [Signals and Systems](https://github.com/the-akira/Computer_Science_Web_Resources/blob/master/db/signals_systems.md)
  - [Information Theory](https://github.com/the-akira/Computer-Science-Resources/blob/master/db/information_theory.md)
  - [Cloud Computing](https://github.com/the-akira/computer_science_web_resources/blob/master/db/cloud_computing.md)
  - [Quantum Computing](https://github.com/the-akira/computer_science_web_resources/blob/master/db/quantum_computing.md)
  - [Computer Networks](https://github.com/the-akira/computer_science_web_resources/blob/master/db/computer_networks.md)
  - [Computer Graphics](https://github.com/the-akira/Computer_Science_Web_Resources/blob/master/db/computer_graphics.md)
  - [Virtual Reality](https://github.com/the-akira/Computer_Science_Web_Resources/blob/master/db/virtual_reality.md)
- Programming Languages
  - [Assembly](https://github.com/the-akira/computer_science_web_resources/blob/master/db/assembly.md)
  - [C](https://github.com/the-akira/computer_science_web_resources/blob/master/db/c.md)
  - [C++](https://github.com/the-akira/computer_science_web_resources/blob/master/db/cpp.md)
  - [Python](https://github.com/the-akira/computer_science_web_resources/blob/master/db/python.md)
  - [Java](https://github.com/the-akira/computer_science_web_resources/blob/master/db/java.md)
  - [Javascript](https://github.com/the-akira/computer_science_web_resources/blob/master/db/javascript.md)
  - [Ruby](https://github.com/the-akira/computer_science_web_resources/blob/master/db/ruby.md)
  - [Bash](https://github.com/the-akira/computer_science_web_resources/blob/master/db/bash.md)
  - [Go](https://github.com/the-akira/computer_science_web_resources/blob/master/db/go.md)
  - [PHP](https://github.com/the-akira/computer_science_web_resources/blob/master/db/php.md)
  - [Haskell](https://github.com/the-akira/Computer_Science_Web_Resources/blob/master/db/haskell.md)
  - [R](https://github.com/the-akira/Computer_Science_Web_Resources/blob/master/db/r.md)
  - [Julia](https://github.com/the-akira/Computer_Science_Web_Resources/blob/master/db/julia.md)
  - [Elixir](https://github.com/the-akira/Computer_Science_Web_Resources/blob/master/db/elixir.md)
- Artificial Intelligence
  - [Machine Learning](https://github.com/the-akira/computer_science_web_resources/blob/master/db/machine_learning.md)
  - [Artificial Neural Networks](https://github.com/the-akira/Computer_Science_Web_Resources/blob/master/db/artificial_neural_network.md)
  - [Natural Language Processing](https://github.com/the-akira/computer_science_web_resources/blob/master/db/natural_language_processing.md)
  - [Computer Vision](https://github.com/the-akira/Computer_Science_Web_Resources/blob/master/db/computer_vision.md)
  - [Cybernetics & Robotics](https://github.com/the-akira/computer_science_web_resources/blob/master/db/cybernetics_and_robotics.md)
- Information Security
  - [Computer Security](https://github.com/the-akira/computer_science_web_resources/blob/master/db/cyber_security.md)
  - [Web Hacking](https://github.com/the-akira/computer_science_web_resources/blob/master/db/web_hacking.md)
  - [Exploits](https://github.com/the-akira/computer_science_web_resources/blob/master/db/exploits.md) 
  - [Reverse Engineering](https://github.com/the-akira/computer_science_web_resources/blob/master/db/reverse_engineering.md)
  - [Social Engineering](https://github.com/the-akira/computer_science_web_resources/blob/master/db/social_engineering.md)
  - [Cryptography](https://github.com/the-akira/computer_science_web_resources/blob/master/db/cryptography.md)
- Databases
  - [SQL](https://github.com/the-akira/computer_science_web_resources/blob/master/db/sql.md)
  - [NoSQL](https://github.com/the-akira/computer_science_web_resources/blob/master/db/nosql.md)
  - [Big Data](https://github.com/the-akira/computer_science_web_resources/blob/master/db/big_data.md)
  - [Data Mining](https://github.com/the-akira/computer_science_web_resources/blob/master/db/data_mining.md)

Computer-Science-Resources

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