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AI and Data Science Education · Awesome GitHub Repositories

7 repos

Awesome GitHub RepositoriesAI and Data Science Education

Focuses on pedagogical resources for machine learning, AI integration, and data-centric technologies, distinct from general software engineering.

Explore 7 awesome GitHub repositories matching education & learning resources · AI and Data Science Education. Refine with filters or upvote what's useful.

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Awesome AI and Data Science Education GitHub Repositories

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  • sindresorhus/awesome

    sindresorhus/awesome

    438,690GitHubView on GitHub↗

    This project is a community-curated knowledge base that organizes vast technical ecosystems into a hierarchical, human-readable directory. It serves as a comprehensive index of libraries, frameworks, and methodologies, designed to facilitate discovery and professional development across the entire spectrum of software

    awesomeawesome-listlists
  • freeCodeCamp/freeCodeCamp

    freeCodeCamp/freeCodeCamp

    437,296GitHubView on GitHub↗

    freeCodeCamp is an open-source, web-based educational platform designed to facilitate software engineering skill acquisition through a structured, project-driven curriculum. It combines theoretical instruction with hands-on coding exercises, requiring users to build functional applications to demonstrate mastery of pro

    TypeScriptcareerscertificationcommunity
  • kamranahmedse/developer-roadmap

    kamranahmedse/developer-roadmap

    349,419GitHubView on GitHub↗

    This project is a comprehensive repository of structured learning paths and professional development curricula designed to guide individuals through various technical domains and career roles. It provides a hierarchical knowledge base that organizes complex software engineering concepts into progressive, actionable mod

    TypeScriptangular-roadmapbackend-roadmapblockchain-roadmap
  • microsoft/Web-Dev-For-Beginners

    microsoft/Web-Dev-For-Beginners

    95,318GitHubView on GitHub↗

    This project is an open-source educational curriculum designed to facilitate technical skill acquisition through a structured, project-based learning framework. It serves as a centralized knowledge base that guides learners through foundational web development concepts, modern programming logic, and advanced technical

    JavaScriptcsscurriculumeducation
  • 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
  • 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
  • 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

Explore sub-tags

  • AI-Assisted Development CurriculaEducational programs focused on integrating intelligent coding assistants and autonomous agents into software development workflows.
  • Constraint ProgrammingEducational resources covering advanced artificial intelligence topics including agent swarms and vision capabilities.
  • Database Technologies1 sub-tagLearning resources and interview preparation materials for various database management systems and technologies.
Information Retrieval Systems
Resources for developing and understanding systems designed to efficiently search and index information.
  • Relational Database ProjectsPractical projects focused on designing and managing relational database systems.