Learning paths · GitHub stars

1nilbuild / developer-roadmapOrganize developer learning topics through roadmaps and supporting material.TypeScriptLicense not declared371,080

2jwasham / coding-interview-universityA computer-science study plan for software engineering and interview preparation.CC-BY-SA-4.0 · Share derivative source364,029

3ossu / computer-science🎓 Path to a free self-taught education in Computer Science!HTMLMIT · Permissive210,801

4jackfrued / Python-100-DaysPython - From novice to master in 100 daysJupyter NotebookLicense not declared187,717

5yangshun / tech-interview-handbookA collection of coding-interview preparation materials for software engineers.TypeScriptMIT · Permissive143,225

6mlabonne / llm-courseA large language model course with roadmaps and Colab notebooks.Apache-2.0 · Permissive84,857

7PKUFlyingPig / cs-self-learningComputer self-study guideHTMLMIT · Permissive76,539

8FreeCodeCampChina / freecodecamp.cnFCC China open source codebase and curriculum. Learn to code and help nonprofits.CSSLicense not declared37,787

9kuchin / awesome-ctoA curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startupsCC0-1.0 · Permissive35,682

10AMAI-GmbH / AI-Expert-RoadmapRoadmap to becoming an Artificial Intelligence Expert in 2022JavaScriptMIT · Permissive31,343

11ForrestKnight / open-source-csVideo discussing this curriculum:MIT · Permissive23,777

12milanm / DevOps-RoadmapDevOps Roadmap for 2026. with learning resourcesApache-2.0 · Permissive20,913

13dariubs / GoBooksList of Golang booksGoLicense not declared19,769

14MoienTajik / AspNetCore-Developer-RoadmapRoadmap to becoming an ASP.NET Core developer in 2026License not declared19,671

15adam-golab / react-developer-roadmapRoadmap to becoming a React developerJavaScriptLicense not declared18,886

16darius-khll / golang-developer-roadmapRoadmap to becoming a Go developer in 2020License not declared18,426

17microsoft / mcp-for-beginnersThis open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.Jupyter NotebookMIT · Permissive17,584

18opf / openprojectOpenProject is the leading open source project management software for product, project and portfolio management. A powerful Jira alternative with agile planning, issue tracking, roadmaps, Gantt charts, time tracking, collaboration features, and more. Available on premises or in the cloud. ⭐ Star us on GitHubRubyGPL-3.0 · Share derivative source16,932

19m3y54m / Embedded-Engineering-RoadmapComprehensive roadmap for aspiring Embedded Systems Engineers, featuring a curated list of learning resourcesJavaScriptCC-BY-SA-4.0 · Share derivative source13,803

20tangyudi / Ai-LearnArtificial intelligence learning roadmap, sorting out nearly 200 practical cases and projects, providing free supporting textbooks, zero-based entry, and practical employment! Including: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning, deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular areasLicense not declared13,457