{"id":15076070,"url":"https://github.com/getvmio/free-computer-science-resources","last_synced_at":"2025-10-12T04:11:48.833Z","repository":{"id":251137170,"uuid":"822445464","full_name":"getvmio/free-computer-science-resources","owner":"getvmio","description":"Computer Science Free Resources | This repo collects 75 of free resources for Computer Science. šŸ’» Explore the foundations of computing with our Computer Science Hub! This repository features a curated collection of free educational resources covering various CS topics. 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This repository features a curated collection of free educational resources covering various CS topics. With an interactive online Playground, it's perfect for students, self-learners, and tech enthusiasts diving into the world of computer science.\n\n## Resources\n\n| Index | Name | Category | Description |\n|---------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| 1 | [Computer Science](https://getvm.io/tutorials/cs-for-all-cs-for-all-harvey-mudd-college) | University Courses | Explore computer science as an engaging field beyond just programming. Emphasis on concepts and problem-solving over syntax. Unique course for diverse backgrounds. |\n| 2 | [Programming Foundations I](https://getvm.io/tutorials/csce-2004-programming-foundations-i-university-of-oxford) | University Courses | Comprehensive introduction to programming, covering fundamental concepts and techniques. Develop problem-solving skills and algorithmic thinking through hands-on assignments. |\n| 3 | [Programming Practice Using Scala](https://getvm.io/tutorials/cs-109-programming-practice-using-scala-kaist) | University Courses | Dive into the fundamentals of programming and computer science with this Scala-based course from KAIST. Build a strong coding foundation and prepare for advanced CS studies. |\n| 4 | [Algorithms](https://getvm.io/tutorials/15-451-651-algorithms-carnegie-mellon-university) | University Courses | Comprehensive algorithms course covering fundamental algorithms and their proofs, taught by renowned professors at Carnegie Mellon University. |\n| 5 | [Advanced Algorithms](https://getvm.io/tutorials/6-854-18-415j-advanced-algorithms-mit) | University Courses | Explore advanced topics in algorithms, including amortization, randomization, and approximation algorithms, taught by renowned expert Dr. David Karger. |\n| 6 | [Advanced Algorithms Design](https://getvm.io/tutorials/6-046j-18-410j-design-and-analysis-of-algorithms-mit) | University Courses | Dive into advanced algorithm design and analysis techniques, including divide-and-conquer, dynamic programming, and cryptography. Ideal for computer science and software engineering students. |\n| 7 | [Fundamental Algorithms](https://getvm.io/tutorials/cs-473-573-fundamental-algorithms-univ-of-illinois-urbana-champaign) | University Courses | Comprehensive course covering recursion, randomization, amortization, graph algorithms, network flows, and hardness. Authored by renowned expert Prof. Jeff Erickson. |\n| 8 | [Programming Languages](https://getvm.io/tutorials/cs-4400-programming-languages-northeastern-university) | University Courses | Explore the fundamentals of programming languages at Northeastern University. Gain expertise in language design, implementation, and applications. |\n| 9 | [Introduction to Computer Systems (ICS)](https://getvm.io/tutorials/15-213-introduction-to-computer-systems-ics-carnegie-mellon-university) | University Courses | Explore the programmer's view of computer systems execution, information storage, and communication. Enhance your programming skills and prepare for advanced studies in computer science. |\n| 10 | [Operating Systems](https://getvm.io/tutorials/csce-3613-operating-systems-university-of-arkansas-fayetteville) | University Courses | Comprehensive course on operating systems, covering process management, storage management, and distributed systems. Ideal for computer science students. |\n| 11 | [Distributed Systems](https://getvm.io/tutorials/cs-425-distributed-systems-univ-of-illinois-urbana-champaign) | University Courses | Comprehensive course covering fundamental concepts in distributed systems, including vector clocks, consensus, and Paxos. Taught by experienced professor Indranil Gupta. |\n| 12 | [CS 140 Operating Systems](https://getvm.io/tutorials/cs-140-operating-systems-stanford-university) | University Courses | Dive into the fundamentals of operating systems with hands-on projects and experienced instructors from Stanford University. |\n| 13 | [Write your own Operating System](https://getvm.io/tutorials/write-your-own-operating-system) | Technical Tutorials | Comprehensive guide to designing and implementing an operating system from scratch. Covers fundamental concepts in computer science and programming with a hands-on approach. |\n| 14 | [MIT's Introduction to Computer Science](https://getvm.io/tutorials/mits-introduction-to-computer-science-and-programming-in-python) | Video Courses | Comprehensive computer science and Python programming course from experienced MIT instructors. Develop a strong foundation in problem-solving through coding. |\n| 15 | [CS50's Introduction To Computer Science](https://getvm.io/tutorials/cs50s-introduction-to-computer-science) | Video Courses | Comprehensive introduction to computer science covering programming, algorithms, and computational thinking. Taught by renowned Harvard professor David J. Malan. |\n| 16 | [MIT's Artificial Intelligence Course](https://getvm.io/tutorials/mits-artificial-intelligence) | Video Courses | Comprehensive introduction to fundamental AI concepts, including knowledge representation, problem solving, and learning. Develop intelligent systems and explore the role of AI in understanding human intelligence. |\n| 17 | [Think Python 2nd Edition](https://getvm.io/tutorials/think-python-2nd-edition) | Technical Tutorials | Comprehensive guide to learning Python programming, covering fundamental concepts and practical application in computer science. |\n| 18 | [How to Think Like a Computer Scientist: Learning with Python 2nd Edition](https://getvm.io/tutorials/how-to-think-like-a-computer-scientist-learning-with-python-2nd-edition) | Technical Tutorials | Comprehensive guide to Python programming and computer science fundamentals, focusing on problem-solving and critical thinking skills. Suitable for beginners with no prior experience. |\n| 19 | [How to Think Like a Computer Scientist: Learning with Python, Interactive Edition](https://getvm.io/tutorials/how-to-think-like-a-computer-scientist-learning-with-python-interactive-edition) | Technical Tutorials | Comprehensive guide to computer science and Python programming, offering interactive learning experiences for beginners and advanced learners. |\n| 20 | [Think Julia](https://getvm.io/tutorials/think-julia) | Technical Tutorials | Discover the power of the Julia programming language with Think Julia, a comprehensive guide covering topics in programming, Julia, and computer science. |\n| 21 | [Think Java: How to Think Like a Computer Scientist, 2nd Edition](https://getvm.io/tutorials/think-java-how-to-think-like-a-computer-scientist-2nd-edition) | Technical Tutorials | Comprehensive guide to Java programming, computer science principles, and computational thinking. Suitable for beginners, universities, and self-learners. |\n| 22 | [Think C++: How To Think Like a Computer Scientist](https://getvm.io/tutorials/think-c-how-to-think-like-a-computer-scientist) | Technical Tutorials | Comprehensive guide to programming in C++, covering fundamental computer science concepts and providing practical insights. Suitable for beginners and experienced programmers. |\n| 23 | [Introduction to the Command Line](https://getvm.io/tutorials/introduction-to-the-command-line) | Technical Tutorials | Explore the command line with this short, beginner-friendly course. Learn essential commands and deepen your understanding of computer usage. |\n| 24 | [Structure and Interpretation of Computer Programs 246](https://getvm.io/tutorials/structure-and-interpretation-of-computer-programs-246) | Technical Tutorials | Comprehensive introduction to computer science and programming, covering essential algorithms and data structures. Developed by MIT faculty, highly recommended for beginners and experienced programmers. |\n| 25 | [The Little Book About OS Development](https://getvm.io/tutorials/the-little-book-about-os-development) | Technical Tutorials | Comprehensive guide to understanding and developing operating systems, covering essential concepts and techniques in computer science with practical insights. |\n| 26 | [Operating Systems: From 0 to 1](https://getvm.io/tutorials/operating-systems-from-0-to-1) | Technical Tutorials | Comprehensive guide to understanding the fundamentals of operating systems and system development. Suitable for computer science enthusiasts and developers. |\n| 27 | [Pointers And Memory](https://getvm.io/tutorials/pointers-and-memory) | Technical Tutorials | Comprehensive guide to understanding pointers, memory allocation, and optimization techniques for computer science students and software developers. |\n| 28 | [High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications](https://getvm.io/tutorials/high-dimensional-data-analysis-with-low-dimensional-models-principles-computation-and-applications) | Technical Tutorials | Comprehensive exploration of high-dimensional data analysis, covering real-world applications in medical imaging, computer vision, and more. Valuable resource for researchers and practitioners. |\n| 29 | [Foundations of Data Science](https://getvm.io/tutorials/foundations-of-data-science) | Technical Tutorials | Dive into the core principles and techniques of data science with this comprehensive course by renowned experts. Gain a strong foundation in algorithms, machine learning, and more. |\n| 30 | [Basic Computer Architecture](https://getvm.io/tutorials/basic-computer-architecture) | Technical Tutorials | Explore the fundamental concepts of computer architecture with this comprehensive book, now available under a Creative Commons license. |\n| 31 | [CS50 Labs](https://getvm.io/tutorials/cs50-labs) | University Courses | Explore the intellectual enterprises of computer science and the art of programming with CS50 Labs, Harvard University's renowned introduction to computer science for beginners and experienced learners alike. |\n| 32 | [Advanced Algorithms](https://getvm.io/tutorials/15-850-advanced-algorithms-cmu-spring-2023) | University Courses | Explore fundamental algorithmic techniques and their applications in this advanced algorithms course at Carnegie Mellon University. |\n| 33 | [Computer Algorithms - 2](https://getvm.io/tutorials/computer-algorithms-2-iit-kanpur) | University Courses | Explore advanced algorithm design techniques, network flow, and NP-completeness in this comprehensive NPTEL course from IIT Kanpur. |\n| 34 | [Programming, Data Structures \u0026 Algorithms in Python](https://getvm.io/tutorials/programming-data-structures-and-algorithms-in-python-iit-madras) | University Courses | Comprehensive Python course covering programming, data structures, and algorithms from prestigious IIT Madras. Ideal for beginners and experienced programmers. |\n| 35 | [Introduction to Algorithms](https://getvm.io/tutorials/mit-6006-introduction-to-algorithms-spring-2020) | University Courses | Comprehensive coverage of fundamental algorithm design techniques, hands-on problem-solving exercises, and programming assignments taught by renowned MIT professors. |\n| 36 | [Introduction to Algorithms](https://getvm.io/tutorials/6006-introduction-to-algorithms-mit-ocw) | University Courses | Discover the fundamentals of algorithmic design and analysis with this comprehensive MIT OpenCourseWare course on Introduction to Algorithms. |\n| 37 | [Design and Analysis of Algorithms](https://getvm.io/tutorials/6046-design-and-analysis-of-algorithms-spring-2015-mit-ocw) | University Courses | Comprehensive coverage of fundamental algorithms and algorithmic techniques from renowned MIT professors. Ideal for students interested in computer science and problem-solving. |\n| 38 | [Advanced Mechanism Design](https://getvm.io/tutorials/cs364b-advanced-mechanism-design-winter-2014-tim-roughgarden-lectures) | University Courses | Explore advanced topics in mechanism design, a field at the intersection of economics and computer science, taught by expert Professor Tim Roughgarden at Stanford University. |\n| 39 | [Algorithmic Game Theory](https://getvm.io/tutorials/algorithmic-game-theory-winter-202021-uni-bonn) | University Courses | Explore the interdisciplinary field of algorithmic game theory, covering mechanism design, equilibrium computation, and the price of anarchy. Taught by experts at the University of Bonn. |\n| 40 | [Algorithms](https://getvm.io/tutorials/cs-473-algorithms-university-of-illinois-at-urbana-champaign) | University Courses | Comprehensive course on algorithm design and analysis, covering dynamic programming, graph algorithms, and practical problem-solving skills. Ideal for computer science and software engineering students. |\n| 41 | [CS Theory Toolkit](https://getvm.io/tutorials/cs-theory-toolkit-at-cmu-2020) | University Courses | Comprehensive overview of computer science theory concepts and techniques, presented by renowned CMU professors. Suitable for students, researchers, and professionals. |\n| 42 | [Undergrad Complexity Theory at CMU](https://getvm.io/tutorials/undergrad-complexity-theory-at-cmu) | University Courses | Dive into the fundamentals of computational complexity theory with this comprehensive undergraduate course from Carnegie Mellon University. |\n| 43 | [Graduate Complexity Theory](https://getvm.io/tutorials/graduate-complexity-theory-at-cmu) | University Courses | Explore cutting-edge research in computational complexity theory at Carnegie Mellon University, a leading institution in computer science. |\n| 44 | [Great Ideas in Theoretical Computer Science](https://getvm.io/tutorials/great-ideas-in-theoretical-computer-science-at-cmu) | University Courses | Explore the fundamental concepts and techniques that have shaped modern computer science with this in-depth course from Carnegie Mellon University. |\n| 45 | [Automata Theory](https://getvm.io/tutorials/mooc-automata-jeffrey-ullman-coursera) | University Courses | Explore the foundations of computer science with this comprehensive course on automata theory, taught by renowned professor Jeffrey Ullman on Coursera. |\n| 46 | [Logic for CS](https://getvm.io/tutorials/logic-for-cs-iit-delhi) | University Courses | Comprehensive introduction to the fundamentals of logic, a crucial aspect of computer science. Covers propositional logic, predicate logic, and their applications. |\n| 47 | [Theory of Computation](https://getvm.io/tutorials/theory-of-computation-iit-kanpur) | University Courses | Comprehensive introduction to the fundamental concepts and models of computation, including finite automata, regular languages, context-free grammars, and Turing machines. |\n| 48 | [Theory of Computation](https://getvm.io/tutorials/theory-of-computation-fall-2011-uc-davis) | University Courses | Comprehensive introduction to the theory of computation, covering automata, formal languages, and computability. Lectures from top-tier UC Davis university. |\n| 49 | [CPython Internals: A Comprehensive Codewalk](https://getvm.io/tutorials/csc-253-cpython-internals-a-ten-hour-codewalk-through-the-python-interpreter-source-code-university-of-rochester) | University Courses | Explore the inner workings of the CPython interpreter, the most widely used implementation of the Python programming language, through a 10-hour code walkthrough. |\n| 50 | [Computer Graphics](https://getvm.io/tutorials/cmu-15-462662-computer-graphics) | University Courses | Comprehensive course covering core concepts and algorithms in computer graphics, including linear algebra, vector calculus, and spatial transformations. Hands-on programming assignments and remote learning option. |\n| 51 | [Computer Graphics](https://getvm.io/tutorials/6837-computer-graphics-spring-2017-mit) | University Courses | Explore the fundamental concepts and techniques of computer graphics with this comprehensive MIT course. Develop interactive 2D and 3D applications. |\n| 52 | [Computer Graphics](https://getvm.io/tutorials/computer-graphics-2012-wolfgang-huerst-utrecht-university) | University Courses | Comprehensive introduction to computer graphics concepts and techniques, including rendering, modeling, and animation. Taught by an experienced professor at Utrecht University. |\n| 53 | [EPFL CS 233](https://getvm.io/tutorials/epfl-cs-233-introduction-to-machine-learning-fall-2022-by-mathieu-salzmann) | University Courses | Comprehensive course on machine learning fundamentals, taught by expert Mathieu Salzmann at EPFL. Includes video lectures for accessible learning. |\n| 54 | [Operating Systems](https://getvm.io/tutorials/cs124-operating-systems-california-institute-of-technology-fall-2018-youtube) | University Courses | In-depth exploration of operating systems, covering fundamental concepts, design principles, and implementation techniques. Hands-on experience with OS design and cutting-edge research. |\n| 55 | [Introduction to Computer Systems](https://getvm.io/tutorials/15-213-introduction-to-computer-systems-fall-2015-cmu) | University Courses | Gain a deeper understanding of computer systems and how they work. Covers data representation, machine-level code, processor architecture, and more. Recommended for students interested in system programming and software engineering. |\n| 56 | [Introduction to Operating Systems](https://getvm.io/tutorials/introduction-to-operating-systems-iit-madras) | University Courses | Comprehensive coverage of core operating system concepts, taught by experienced faculty from IIT Madras. Includes hands-on exercises and programming assignments. |\n| 57 | [Operating System Engineering](https://getvm.io/tutorials/6828-operating-system-engineering) | University Courses | Comprehensive coverage of operating system design and implementation, hands-on experience building a simple OS, and exposure to cutting-edge research in the field. |\n| 58 | [Operating Systems](https://getvm.io/tutorials/cs-377-operating-systems-fall-16-umass-os) | University Courses | Comprehensive coverage of core operating systems concepts, with lecture recordings from a well-regarded university program. Learn at your own pace and review materials as needed. |\n| 59 | [Computer Systems](https://getvm.io/tutorials/cs-4400-computer-systems-fall-2016-uoutah) | University Courses | Explore the fundamental concepts and principles of computer systems, including data representation, assembly-level organization, memory systems, and network programming. |\n| 60 | [The Beauty and Joy of Computing](https://getvm.io/tutorials/cs-10-the-beauty-and-joy-of-computing-spring-2015-dan-garcia-uc-berkeley-infocobuild) | University Courses | Explore the fundamental concepts and principles of computer science, including abstraction, design, recursion, and more. Suitable for both CS majors and non-majors. |\n| 61 | [Introduction to Computer Science and Programming in Python](https://getvm.io/tutorials/60001-introduction-to-computer-science-and-programming-in-python-mit-ocw) | University Courses | Explore fundamental computer science and programming concepts with this comprehensive MIT OpenCourseWare course on Python. |\n| 62 | [Structure and Interpretation of Computer Programs](https://getvm.io/tutorials/6001-structure-and-interpretation-of-computer-programs-mit) | University Courses | Comprehensive introduction to computer programming fundamentals, problem-solving skills, and programming paradigms. Suitable for beginners and experienced learners. |\n| 63 | [Structure \u0026 Interpretation of Computer Programs](https://getvm.io/tutorials/cs-61a-structure-and-interpretation-of-computer-programs) | University Courses | Discover the fundamental concepts of computer programming with CS 61A, covering Python, functions, control structures, and more. Ideal for beginners and experienced learners. |\n| 64 | [CS 101](https://getvm.io/tutorials/cs-101-introduction-to-computer-science-udacity) | University Courses | Comprehensive online course covering fundamental computer science concepts, including algorithms, data structures, and programming languages. Taught by experienced Udacity instructors. |\n| 65 | [Mobile Robotics Course](https://getvm.io/tutorials/rob-530-mobile-robotics-at-u-of-michigan-winter-2022-instructor-maani-ghaffari) | University Courses | Comprehensive introduction to mobile robotics, including localization, mapping, navigation, and control. Taught by an experienced instructor at the University of Michigan. |\n| 66 | [Privacy and Security in Online Social Networks](https://getvm.io/tutorials/privacy-and-security-in-online-social-networks-iit-madras) | University Courses | Explore the privacy and security challenges in online social networks with this comprehensive course from IIT Madras. Learn techniques to protect user privacy and secure social media platforms. |\n| 67 | [Cryptography](https://getvm.io/tutorials/6875-cryptography-spring-2018-mit) | University Courses | Explore the fundamentals of cryptography, including symmetric-key, public-key, and cryptographic hash functions, taught by renowned experts at MIT. |\n| 68 | [Computer Security](https://getvm.io/tutorials/cs-161-computer-security-uc-berkeley) | University Courses | Comprehensive computer security course at UC Berkeley covering topics like memory safety, cryptography, and web security. Hands-on projects and experienced instructors. |\n| 69 | [Foundations of Computer \u0026 Information Security](https://getvm.io/tutorials/ecs235b-foundations-of-computer-and-information-security-uc-davis) | University Courses | Comprehensive overview of computer and information security principles, threats, cryptography, access control, and network security. Ideal for students and professionals in computer science and cybersecurity. |\n| 70 | [Computer \u0026 Network Security](https://getvm.io/tutorials/ics-444-computer-network-security) | University Courses | Comprehensive course on computer and network security, covering cryptography, access control, security protocols, and ethical hacking. Hands-on experience with security tools and real-world case studies. |\n| 71 | [CS1](https://getvm.io/tutorials/cs1-higher-computing-richard-buckland-unsw) | University Courses | Comprehensive computer science and programming course taught by renowned professor Richard Buckland at UNSW. Engage with real-world examples and hands-on projects. |\n| 72 | [EE 380 Colloquium on Computer Systems](https://getvm.io/tutorials/ee-380-colloquium-on-computer-systems-stanford-university) | University Courses | Explore cutting-edge research in computer systems, AI, quantum computing, and more at the EE 380 Colloquium series at Stanford University. |\n| 73 | [UC Berkeley EECS 16B](https://getvm.io/tutorials/uc-berkeley-eecs-16b-designing-information-devices-and-systems-ii-fall-2020-by-seth-sanders-miki-lustig) | University Courses | Comprehensive course covering fundamental concepts in electrical engineering and computer science, including linear time-invariant dynamical systems, state-space models, stability, feedback, and control. |\n| 74 | [Computer Organization](https://getvm.io/tutorials/csece-3810-computer-organization-fall-2015-university-of-utah) | University Courses | Gain in-depth understanding of computer hardware, including processor architecture, memory systems, and I/O devices. Taught by experienced instructor with optional textbook. |\n| 75 | [Innovative Computing](https://getvm.io/tutorials/innovative-computing-harvard-university) | University Courses | Explore the latest advancements in computer science and technology with Innovative Computing, a YouTube playlist featuring lectures and discussions from Harvard University experts. |\n\n## More\n\n- [Free JavaScript Resources](https://github.com/getvmio/free-javascript-resources)\n- [Free HTML Resources](https://github.com/getvmio/free-html-resources)\n- [Free R Resources](https://github.com/getvmio/free-r-resources)\n- [Free Java Resources](https://github.com/getvmio/free-java-resources)\n- [Free Neural Networks Resources](https://github.com/getvmio/free-neural-networks-resources)\n- [Free Natural Language Processing Resources](https://github.com/getvmio/free-natural-language-processing-resources)\n- [Free React Resources](https://github.com/getvmio/free-react-resources)\n- [Free Security Resources](https://github.com/getvmio/free-security-resources)\n- [Free Node.js Resources](https://github.com/getvmio/free-node-js-resources)\n- [Free PyTorch Resources](https://github.com/getvmio/free-pytorch-resources)\n- [Free Computer Architecture Resources](https://github.com/getvmio/free-computer-architecture-resources)\n- [Free Functional Programming Resources](https://github.com/getvmio/free-functional-programming-resources)\n- [Free Operating System Resources](https://github.com/getvmio/free-operating-system-resources)\n- [Free Cryptography Resources](https://github.com/getvmio/free-cryptography-resources)\n- [Free Compiler Resources](https://github.com/getvmio/free-compiler-resources)\n- [Free Blockchain Resources](https://github.com/getvmio/free-blockchain-resources)\n- [Free SQL Resources](https://github.com/getvmio/free-sql-resources)\n- [Free Python Resources](https://github.com/getvmio/free-python-resources)\n- [Free Unix Resources](https://github.com/getvmio/free-unix-resources)\n- [Free Programming Resources](https://github.com/getvmio/free-programming-resources)\n- [Free Object-Oriented Programming Resources](https://github.com/getvmio/free-object-oriented-programming-resources)\n- [Free CSS Resources](https://github.com/getvmio/free-css-resources)\n- [Free Machine Learning Resources](https://github.com/getvmio/free-machine-learning-resources)\n- [Free Web Development Resources](https://github.com/getvmio/free-web-development-resources)\n- [Free Shell Scripting Resources](https://github.com/getvmio/free-shell-scripting-resources)\n- [Free Rust Resources](https://github.com/getvmio/free-rust-resources)\n- [Free Haskell Resources](https://github.com/getvmio/free-haskell-resources)\n- [Free Software Development Resources](https://github.com/getvmio/free-software-development-resources)\n- [Free Data Science Resources](https://github.com/getvmio/free-data-science-resources)\n- [Free Git 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