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Awesome GitHub RepositoriesLearning Roadmaps

Comprehensive, community-driven study paths for specialized technical domains.

Explore 4 awesome GitHub repositories matching education & learning resources · Learning Roadmaps. Refine with filters or upvote what's useful.

Awesome Learning Roadmaps GitHub Repositories

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  • 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
  • donnemartin/system-design-primer

    donnemartin/system-design-primer

    335,906GitHubView on GitHub↗

    This repository is a comprehensive educational resource designed to help software engineers master large-scale system design and prepare for technical interviews. It provides a structured curriculum that covers the fundamental principles of distributed systems, backend engineering, and object-oriented design through a

    Pythondesigndesign-patternsdesign-system
  • labuladong/fucking-algorithm

    labuladong/fucking-algorithm

    132,696GitHubView on GitHub↗

    This project is a comprehensive educational platform designed to facilitate the mastery of computer science algorithms and data structures. It provides a structured learning curriculum, a library of practice problems, and an integrated toolkit that supports both academic study and competitive programming preparation. B

    Markdownalgorithmscomputer-sciencedata-structures
  • 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

Explore sub-tags

  • Cloud Infrastructure RoadmapsCurated learning paths for mastering cloud service providers, infrastructure configuration, and deployment best practices.
  • Game Development RoadmapsCurricula focused on backend infrastructure, real-time state management, and high-concurrency systems for games.
  • In-Memory Data Store RoadmapsEducational guides for implementing and managing in-memory data structures for caching and real-time processing.
Java Development RoadmapsCurated learning paths for mastering the Java language, ecosystem, and enterprise frameworks for server-side development.
  • Language Learning RoadmapsCurated educational paths focused on mastering specific programming languages and their associated ecosystems.
  • Mobile Development RoadmapsStep-by-step guides for mastering mobile application development across various platforms.
  • Search Engine RoadmapsEducational resources for learning to index, query, and analyze data using distributed search and analytics engines.
  • Server-Side Language RoadmapsCurated learning paths for mastering backend programming languages and associated ecosystem practices.
  • Version Control RoadmapsEducational guides for mastering distributed version control systems and collaborative code management.