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Awesome

An open API service indexing awesome lists of open source software.

awesome-roadmaps

A curated list of roadmaps.
https://github.com/liuchong/awesome-roadmaps

Last synced: 8 days ago
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  • AI / Machine Learning / Data Science

    • AI Expert Roadmap - Artificial intelligence roadmap covering theory, tools, and hands-on practice. <img alt="Year 2022" src="https://img.shields.io/badge/Year-2022-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Deep Learning Reading Roadmap - Reading roadmap through influential deep learning papers. <img alt="Year 2022" src="https://img.shields.io/badge/Year-2022-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Data Engineer Roadmap - Data engineering study guide for the modern data stack. <img alt="Year 2021" src="https://img.shields.io/badge/Year-2021-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Data Science Roadmap - Data science roadmap built from learning paths used across major tech companies. <img alt="Year 2020" src="https://img.shields.io/badge/Year-2020-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Data Scientist Roadmap - Companion tutorials and notes for a visual data science roadmap. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • NLP Roadmap - NLP study roadmap with mind maps and keyword-based learning guidance. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Deep Learning Roadmap - Deep learning starter roadmap with curated references and explanations. <img alt="Year 2020" src="https://img.shields.io/badge/Year-2020-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • AI Engineer Roadmap - AI engineering roadmap focused on LLM applications, RAG, agents, and LLMOps. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Data Analyst Roadmap - Full data analyst roadmap covering statistics, Excel, SQL, BI, Python, and communication skills. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • LLM Course - Free LLM course with roadmap-style progression and practical Colab notebooks. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Agent Engineering Roadmap - Production-aware AI agent roadmap covering MCP, memory, RAG, workflows, evaluation, safety, and multi-agent systems. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Agent Learning - Systematic AI agent development roadmap covering LLM agents, RAG, tool use, memory, LangGraph, MCP, multi-agent systems, and agentic RL. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Agentic AI Roadmap with Notes and Projects - Agentic AI curriculum focused on building production-grade LangGraph systems and supporting resources. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Agentic Engineering Handbook - Agentic engineering roadmap and handbook covering MCP, harnesses, evals, coding agents, and production agent systems. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Hugging Face Agents Course - Free hands-on AI agents course covering agent fundamentals, smolagents, LangGraph, LlamaIndex, use cases, and evaluation challenges. <img alt="Course" src="https://img.shields.io/badge/Format-Course-0A66C2">
    • LLM Systems Engineering Roadmap - Practical LLM systems roadmap covering internals, inference, RAG, agents, evaluation, and production architecture. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • AI, Governance & GTM Career Roadmaps - Free zero-budget job-ready roadmaps for AI Engineer, AI Governance Specialist, and GTM Engineer roles. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Forward Deployed Engineer Roadmap - Roadmap of a Forward Deployed Engineer who partners with customers to design, build, and deploy production-ready enterprise systems. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • AI for Beginners - Beginner-friendly 12-week artificial intelligence curriculum with 24 ordered lessons, quizzes, labs, and practical notebooks covering symbolic AI, deep learning, computer vision, NLP, reinforcement learning, and AI ethics. <img alt="Course" src="https://img.shields.io/badge/Format-Course-0A66C2"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">

  • Articles & Books

    • A Roadmap To Become A Better Android Developer - Medium article with a step-by-step Android learning roadmap and supporting resources. <img alt="Year 2018" src="https://img.shields.io/badge/Year-2018-yellow"> <img alt="Medium article" src="https://img.shields.io/badge/Medium-Article-000000?logo=medium">
    • Java Full Stack Developer Roadmap - Blog article outlining a Java full-stack learning path and related career topics. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
    • Data Analytics Roadmap - Blog article covering a data analytics learning path, skills, and tooling. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
    • Backend Developer Roadmap - Article covering a backend learning path across web fundamentals, programming languages, databases, APIs, security, and frameworks. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
    • Cybersecurity Roadmap - Article outlining cybersecurity career paths, core skills, and a staged roadmap for getting started. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
    • Full Stack Developer Roadmap - Article mapping a full-stack learning path across frontend, backend, databases, version control, and projects. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
    • SQL Roadmap - Article covering a structured SQL learning path from fundamentals to advanced querying and database skills. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
    • The VM Lifecycle: How We Got Here, and Where We're Going - Roadmap-style article explaining the vulnerability management lifecycle, its phases, and how mature VM programs evolve over time. <img alt="Year 2023" src="https://img.shields.io/badge/Year-2023-yellow"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
    • Building Effective Agents - Anthropic engineering article covering practical patterns for workflows, autonomous agents, evaluation, and agent-computer interfaces. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
    • Effective Context Engineering for AI Agents - Anthropic engineering article explaining context engineering strategies for long-running AI agents. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Blog article" src="https://img.shields.io/badge/Blog-Article-0A66C2">
    • AI Agents in Depth - Open-source book on AI agent design and engineering, with bilingual (Chinese/English) text and per-chapter code covering context engineering, tools, evaluation, and multi-agent systems. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="Book" src="https://img.shields.io/badge/Format-Book-6F42C1"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">

  • Game Development

    • Game Developer Roadmap - Game development roadmap for building the required foundation, tools, and specialties. <img alt="Year 2022" src="https://img.shields.io/badge/Year-2022-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Game Programming Roadmap - Study path for game programmers with an emphasis on core engineering topics. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">

  • Infrastructure / Operations

    • DevOps Roadmap - Step-by-step DevOps roadmap with learning resources across Git, Linux, containers, CI/CD, cloud, and observability. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Platform Engineering Roadmap - Platform engineering roadmap published as an interactive website with a GitHub-backed source repository. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github"> <img alt="Interactive website" src="https://img.shields.io/badge/Format-Website-0A66C2">

  • Miscellaneous

    • Awesome Quality Assurance Roadmap - Quality assurance and test automation roadmap for software engineers. <img alt="Year 2021" src="https://img.shields.io/badge/Year-2021-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Hacker Roadmap - Archived guide for beginner pentesters with curated tools and references. <img alt="Year 2023" src="https://img.shields.io/badge/Year-2023-yellow"> <img alt="Archived repository" src="https://img.shields.io/badge/Status-Archived-6e7781">
    • Software Architect Roadmap - Software architecture roadmap for developers moving toward architect responsibilities. <img alt="Year 2018" src="https://img.shields.io/badge/Year-2018-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Software Design and Architecture Roadmap - Software design and architecture roadmap for generalist developers. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • System Design Roadmap - Roadmap to learn system design and architecture [<img src="https://img.shields.io/badge/Roadmap-2024-green.svg">](https://github.com/mohsenshafiei/system-design-master-plan).
    • UI/UX Designer Roadmap - UI/UX design roadmap covering the main skills and disciplines in product design. <img alt="Year 2017" src="https://img.shields.io/badge/Year-2017-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • University Degree Roadmap - Curated collection of online learning paths and university-level course material. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Digital Forensic (DFIR) Specialist Roadmap - Digital forensics and incident response roadmap for learners building DFIR skills. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Embedded Systems Engineering Roadmap - Embedded systems roadmap for beginners and practitioners, with curated learning resources and supporting material. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • FPGA / ASIC Engineering Roadmap - FPGA and ASIC engineering roadmap for learners targeting digital hardware and chip design roles. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Mathematics Roadmap - Comprehensive mathematics roadmap spanning foundations, core fields, and advanced topics. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • System Design Roadmap - System design and architecture roadmap focused on large-scale design topics. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">

  • Mobile Development

    • Android Developer Roadmap - Roadmap to becoming an Android developer in 2020 [<img src="https://img.shields.io/badge/Roadmap-2020-yellowgreen.svg">](https://github.com/anacoimbrag/android-developer-roadmap).
    • Flutter Developer Roadmap - Flutter roadmap focused on app development topics, tooling, and developer workflow. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • iOS Developer Roadmap - Apple platform development roadmap that outlines the main topics and tools used in iOS development. <img alt="Year 2018" src="https://img.shields.io/badge/Year-2018-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Android Developer Roadmap - Android learning roadmap with visual maps, study notes, and companion material. <img alt="Year 2020" src="https://img.shields.io/badge/Year-2020-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Android Developer Roadmap (Alternative) - Alternative Android roadmap with comprehensive learning paths across the Android ecosystem. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">

  • Programming Language

    • C++ Developer Roadmap - C++ learning roadmap with articles, visual maps, and supporting resources. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Java Developer Roadmap - Java developer roadmap with a current visual learning plan and practice topics. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Node.js Developer Roadmap - Node.js developer roadmap covering fundamentals, tooling, and backend concepts. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • PHP Developer Roadmap - PHP roadmap with a visual map and companion video material. <img alt="Year 2021" src="https://img.shields.io/badge/Year-2021-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Rust Web Developer Roadmap - Rust web development roadmap covering language basics, frameworks, and deployment. <img alt="Year 2022" src="https://img.shields.io/badge/Year-2022-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Go Developer Roadmap - Roadmap to becoming a Go developer in 2021 [<img src="https://img.shields.io/badge/Roadmap-2021-yellowgreen.svg">](https://github.com/Alikhll/golang-developer-roadmap).
    • Go Developer Roadmap - Go developer roadmap covering language fundamentals, tooling, and backend topics. <img alt="Year 2020" src="https://img.shields.io/badge/Year-2020-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">

  • Security

    • Cybersecurity Skills and Career Roadmap - Cybersecurity roadmap spanning web, network, cloud, container security, DevSecOps, and role-specific guidance. <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">

  • Tools & Resources

    • TutorialSearch - Free cross-platform search engine indexing 50,000+ tutorials from Udemy, Skillshare, Pluralsight, and other major learning platforms across 45+ categories. <img alt="Search tool" src="https://img.shields.io/badge/Type-Tool-0A66C2">

  • Web Development

    • Frontend development roadmap - Frontend development interview checklist & roadmap [<img src="https://img.shields.io/badge/Roadmap-2022-green.svg">](https://github.com/kamranahmedse/developer-roadmap/blob/main/2022_FE_roadmap.pdf).
    • Frontend Development Roadmap - Frontend interview checklist and roadmap published as a PDF. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="PDF roadmap" src="https://img.shields.io/badge/Format-PDF-B30B00?logo=adobeacrobatreader&logoColor=white">
    • Angular Developer Roadmap - Angular roadmap covering core concepts, tooling, RxJS, state management, and testing. <img alt="Year 2018" src="https://img.shields.io/badge/Year-2018-yellow"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Angular Developer Roadmap (Alternative) - Alternative Angular roadmap focused on what to learn next across the ecosystem. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • ASP.NET Core Developer Roadmap - ASP.NET Core roadmap with a maintained visual path and multilingual documentation. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Laravel Developer Roadmap - Laravel learning roadmap that maps prerequisites, core topics, and ecosystem tools. <img alt="Year 2024" src="https://img.shields.io/badge/Year-2024-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • React Developer Roadmap - React roadmap that links the framework to its surrounding ecosystem and tooling. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Vue Developer Roadmap - Vue.js roadmap for building a well-rounded frontend skill set around Vue. <img alt="Year 2019" src="https://img.shields.io/badge/Year-2019-yellowgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Frontend Developer Roadmap - Frontend developer roadmap with a visual path across core web technologies, frameworks, and tooling. <img alt="Year 2025" src="https://img.shields.io/badge/Year-2025-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • DevRoadmaps - Free developer career roadmaps with 17 paths, 800+ topics, and 1700+ curated resources. PWA with offline support. <img alt="Year 2026" src="https://img.shields.io/badge/Year-2026-brightgreen"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
    • Developer Roadmap - Interactive roadmaps, guides, and educational content for developers. <img alt="Year 2022" src="https://img.shields.io/badge/Year-2022-green"> <img alt="GitHub repo" src="https://img.shields.io/badge/GitHub-Repo-181717?logo=github">
Programming Languages
Python 4 Jupyter Notebook 3 JavaScript 3 Rust 2 Makefile 1 HTML 1 TypeScript 1 Vue 1 Java 1 Swift 1
Categories
AI / Machine Learning / Data Science 19 Miscellaneous 12 Articles & Books 11 Web Development 11 Programming Language 7 Mobile Development 5 Infrastructure / Operations 2 License 2 Game Development 2 Tools & Resources 1 Security 1
Sub Categories
Keywords
roadmap 25 machine-learning 6 deep-learning 4 llm 4 developer-roadmap 4 learning 4 python 3 artificial-intelligence 3 go 3 architecture 3 large-language-models 3 study-plan 3 software-engineering 3 angular-roadmap 2 agentic-workflow 2 ai-agent 2 resources 2 android 2 kubernetes 2 nlp 2 courses 2 mcp 2 ai-roadmap 2 ai 2 computer-science 2 awesome 2 golang 2 career 2 backend 2 education 2 software-development 2 software-architecture 2 devops 2 devops-roadmap 2 docker 2 system-design 2 interview 2 ai-engineer 2 security 2 frontend 2 rag 2 jetpack-compose 1 kotlin 1 jetpack 1 android-development 1 sre 1 prometheus 1 linux 1 jira 1 grafana 1