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Education & Learning Resources · Awesome GitHub Repositories

128 repos

Awesome GitHub RepositoriesEducation & Learning Resources

This category provides educational content, curricula, learning platforms, and resources for various technical and academic disciplines.

Explore 128 awesome GitHub repositories matching education & learning resources · Education & Learning Resources. Refine with filters or upvote what's useful.

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Awesome Education & Learning Resources GitHub Repositories

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  • 3b1b/manim

    3b1b/manim

    84,611GitHubView on GitHub↗

    Manim is a Python-based computational geometry framework designed for programmatic video production. It functions as a mathematical animation engine, allowing users to generate high-fidelity visual content by scripting scene definitions rather than using traditional timeline-based editing software. The library is built

    Python3b1b-videosanimationexplanatory-math-videos
  • ruanyf/weekly

    ruanyf/weekly

    84,256GitHubView on GitHub↗

    This project is a long-term, curated tech newsletter and digital trend repository designed for software developers and technology enthusiasts. It functions as a knowledge aggregation archive, providing a recurring publication that synthesizes industry insights, technical trends, and cultural commentary to help professi

  • microsoft/ML-For-Beginners

    microsoft/ML-For-Beginners

    83,800GitHubView on GitHub↗

    This project is an open-source educational curriculum designed to provide a structured path for developers to master machine learning and generative AI. It functions as a technical skill development platform, offering comprehensive study materials that guide learners through fundamental concepts, algorithms, and the pr

    Jupyter Notebookdata-scienceeducationmachine-learning
  • realworld-apps/realworld

    realworld-apps/realworld

    82,844GitHubView on GitHub↗

    RealWorld is an open-source project that provides a standardized blueprint for building functionally identical applications across diverse programming languages and frameworks. By establishing a contract-first API specification and a shared data model, it enables developers to create decoupled frontend and backend comp

    Bru
  • MunGell/awesome-for-beginners

    MunGell/awesome-for-beginners

    82,766GitHubView on GitHub↗

    This project is a curated directory of software repositories specifically selected to help newcomers make their first open-source contributions. It serves as a collaborative knowledge base that aggregates entry-level development opportunities, providing a structured path for novice developers to practice version contro

    awesomeawesome-listbeginner-project
  • bregman-arie/devops-exercises

    bregman-arie/devops-exercises

    81,169GitHubView on GitHub↗

    This project is a comprehensive educational curriculum designed to build proficiency across modern infrastructure, cloud-native technologies, and systems administration. It functions as a reference library and interview preparation resource, offering a structured collection of conceptual questions, practical coding cha

    Pythonansibleawsazure
  • punkpeye/awesome-mcp-servers

    punkpeye/awesome-mcp-servers

    81,101GitHubView on GitHub↗

    This project serves as a centralized directory and interoperability hub for the Model Context Protocol, providing a curated collection of standardized service connectors that bridge artificial intelligence models with external software, databases, and APIs. It facilitates the integration of AI agents with diverse ecosy

    aimcp
  • DopplerHQ/awesome-interview-questions

    DopplerHQ/awesome-interview-questions

    81,035GitHubView on GitHub↗

    This project is a comprehensive, community-sourced repository of technical interview questions and study materials. It serves as a centralized index for software engineers to prepare for technical assessments, benchmark their personal knowledge, and identify gaps in their expertise across a wide range of programming la

    android-interview-questionsangularjs-interview-questionsawesome
  • syncthing/syncthing

    syncthing/syncthing

    80,036GitHubView on GitHub↗

    Syncthing is a decentralized file synchronization engine that maintains consistent data states across multiple devices through peer-to-peer mesh networking. It operates as a background daemon that automatically replicates file creations, modifications, and deletions between trusted nodes without requiring central serve

    Gogop2ppeer-to-peer
  • ByteByteGoHq/system-design-101

    ByteByteGoHq/system-design-101

    79,676GitHubView on GitHub↗

    This project is a centralized engineering knowledge repository that provides a structured curriculum for mastering system design, architectural patterns, and fundamental software development workflows. It serves as a professional development resource for engineers, offering foundational knowledge and real-world case st

    awscloud-computingcoding-interviews
  • modelcontextprotocol/servers

    modelcontextprotocol/servers

    79,000GitHubView on GitHub↗

    The Model Context Protocol is a standardized communication framework designed to connect language models to external data sources, functional tools, and interactive user interfaces. It provides a vendor-neutral interface layer that enables AI hosts to discover and execute capabilities across heterogeneous service envir

    TypeScript
  • fighting41love/funNLP

    fighting41love/funNLP

    78,999GitHubView on GitHub↗

    This project is a community-driven knowledge base and curated repository focused on natural language processing and large language model development. It serves as a centralized index for high-quality tools, libraries, and research materials, organizing technical resources into structured, version-controlled documentati

    Python
  • anuraghazra/github-readme-stats

    anuraghazra/github-readme-stats

    78,445GitHubView on GitHub↗

    This project is a serverless service that generates dynamic, themeable visual summaries of software development activity. It functions as an automated metadata visualizer, transforming raw platform logs and repository metrics into resolution-independent vector graphics that can be embedded directly into markdown enviro

    JavaScriptdynamicprofile-readmereadme-generator
  • tensorflow/models

    tensorflow/models

    77,684GitHubView on GitHub↗

    This repository serves as a centralized collection of state-of-the-art deep learning architectures and reference implementations designed for research and application development. It provides a comprehensive toolkit for computer vision and natural language processing, offering pre-built models and training pipelines fo

    Python
  • nomic-ai/gpt4all

    nomic-ai/gpt4all

    77,146GitHubView on GitHub↗

    GPT4All is a cross-platform runtime environment designed to execute large language models directly on local consumer hardware. By leveraging an optimized C++ inference backend, it enables private, offline AI interactions without requiring an internet connection or external cloud services. The project provides a compreh

    C++ai-chatllm-inference
  • MisterBooo/LeetCodeAnimation

    MisterBooo/LeetCodeAnimation

    76,717GitHubView on GitHub↗

    LeetCodeAnimation is an educational code archive and technical interview resource designed to help developers master complex programming concepts. It functions as a centralized repository of source code and instructional materials, providing a structured environment for self-paced learning of fundamental computer scien

    Javaanimationleetcodeleetcode-c
  • d2l-ai/d2l-zh

    d2l-ai/d2l-zh

    75,708GitHubView on GitHub↗

    This project is an open-source, interactive educational platform designed to teach deep learning through a comprehensive, code-first curriculum. It provides a structured learning path that covers foundational mathematics, modern neural network architectures, and practical optimization techniques, enabling practitioners

    Pythonbookchinesecomputer-vision
  • zed-industries/zed

    zed-industries/zed

    75,634GitHubView on GitHub↗

    Zed is an AI-native, high-performance code editor designed for extreme responsiveness and keyboard-centric workflows. It functions as an extensible text processing workspace that integrates autonomous agents and predictive models directly into the development environment to automate complex engineering tasks, refactori

    Rustgpuirust-langtext-editor
  • swisskyrepo/PayloadsAllTheThings

    swisskyrepo/PayloadsAllTheThings

    75,346GitHubView on GitHub↗

    This project is a comprehensive, community-sourced knowledge base designed for security professionals and researchers. It functions as a centralized repository of offensive security techniques, providing a structured collection of exploit payloads, attack vectors, and methodologies for conducting vulnerability assessme

    Pythonbountybugbountybypass
  • mlabonne/llm-course

    mlabonne/llm-course

    75,340GitHubView on GitHub↗

    This project is a comprehensive educational curriculum and engineering handbook focused on the lifecycle of large language models. It serves as a structured knowledge base for machine learning practitioners, covering the fundamental mathematical and architectural principles of transformer-based sequence modeling, as we

    courselarge-language-modelsllm
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Browse tags

  • Academic Support1 sub-tagResources and tools designed to improve student learning outcomes and academic performance.
  • Application Examples1 sub-tagPractical implementations and code examples that demonstrate how to build specific types of software.
  • Certification and Assessment Programs8 sub-tagsProfessional certifications, readiness paths, and proficiency assessment resources.
  • Curricula and Instructional Design4 sub-tagsStructured educational plans, pedagogical frameworks, and methodologies for designing effective learning experiences.
  • Developer Documentation and References5 sub-tagsTechnical guides, API references, and instructional materials intended for software developers to master specific tools or languages.
  • Development Research1 sub-tagComparative studies and testing suites used to evaluate the performance of different development frameworks.
  • Educational Accessibility1 sub-tagEducational materials designed to be accessible to diverse learners through multilingual support.
  • Educational Concepts1 sub-tagConceptual frameworks and analogies used to explain complex topics to learners.
  • Educational Domains1 sub-tagSubject-specific areas of study focused on teaching foundational skills like programming.
  • Educational Formats2 sub-tagsStructured methods and formats for delivering educational content, such as language-specific tutorials or taxonomies.
  • Educational Initiatives and Projects3 sub-tagsCommunity-driven efforts, collaborative projects, and organized initiatives aimed at promoting learning.
  • Educational Milestones1 sub-tagFormal academic achievements and structured programs leading to recognized professional or collegiate certifications.
  • Educational Programs2 sub-tagsStructured training curricula designed to build specific professional competencies in business, technology, and technical fields.
  • Educational Resources53 sub-tagsReference materials, instructional guides, and practice archives supporting academic study and technical skill development.
  • Frameworks and Libraries1 sub-tagSoftware development toolkits that provide reusable structures for building cross-platform user interfaces.
  • Language Resources2 sub-tagsInstructional materials and linguistic tools designed to assist users in learning or mastering specific foreign languages.
  • Learning Platforms and Infrastructure4 sub-tagsDigital environments, management systems, and software tools designed to host, deliver, or facilitate educational content.
  • Learning Resources16 sub-tagsDiverse instructional content, interactive environments, and support systems facilitating the acquisition of new knowledge and skills.
  • Personal Narratives1 sub-tagFirst-person accounts and reflective documentation detailing individual experiences throughout a learning or development process.
  • Professional Development and Career4 sub-tagsResources for career growth, mentorship, and professional skill advancement.
  • Research and Academic Resources7 sub-tagsCollections of research findings, case studies, and academic documentation.
  • Resource Types1 sub-tagCategorized formats and structured pathways used to organize and deliver educational or onboarding information.
  • Technical Domain Education8 sub-tagsEducational materials and curricula focused on specific technical disciplines like AI, data science, and software engineering.