awesome-roadmaps

A curated list of roadmaps.

RAW Doc

Awesome Roadmaps [](https://awesome.re)

A curated list of roadmaps, mostly about software development, which give you a clear route to improve your knowledge or skills.

Contributions welcome.
Add links through pull requests or create an issue to start a discussion.
Please read contribution guidelines, thank you!

Year badges reflect the latest year explicitly shown by the upstream resource when available.
Type badges indicate the current resource type or status.

Contents

Programming Language

Web Development

Mobile Development

Infrastructure / Operations

  • DevOps Roadmap - Step-by-step DevOps roadmap with learning resources across Git, Linux, containers, CI/CD, cloud, and observability.
  • Platform Engineering Roadmap - Platform engineering roadmap published as an interactive website with a GitHub-backed source repository.

Game Development

AI / Machine Learning / Data Science

  • Agent Engineering Roadmap - Production-aware AI agent roadmap covering MCP, memory, RAG, workflows, evaluation, safety, and multi-agent systems.
  • Agent Learning - Systematic AI agent development roadmap covering LLM agents, RAG, tool use, memory, LangGraph, MCP, multi-agent systems, and agentic RL.
  • Agentic AI Roadmap with Notes and Projects - Agentic AI curriculum focused on building production-grade LangGraph systems and supporting resources.
  • Agentic Engineering Handbook - Agentic engineering roadmap and handbook covering MCP, harnesses, evals, coding agents, and production agent systems.
  • AI Engineer Roadmap - AI engineering roadmap focused on LLM applications, RAG, agents, and LLMOps.
  • AI Expert Roadmap - Artificial intelligence roadmap covering theory, tools, and hands-on practice.
  • 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.
  • AI, Governance & GTM Career Roadmaps - Free zero-budget job-ready roadmaps for AI Engineer, AI Governance Specialist, and GTM Engineer roles.
  • Data Analyst Roadmap - Full data analyst roadmap covering statistics, Excel, SQL, BI, Python, and communication skills.
  • Data Engineer Roadmap - Data engineering study guide for the modern data stack.
  • Data Science Roadmap - Data science roadmap built from learning paths used across major tech companies.
  • Data Scientist Roadmap - Companion tutorials and notes for a visual data science roadmap.
  • Deep Learning Reading Roadmap - Reading roadmap through influential deep learning papers.
  • Deep Learning Roadmap - Deep learning starter roadmap with curated references and explanations.
  • Forward Deployed Engineer Roadmap - Roadmap of a Forward Deployed Engineer who partners with customers to design, build, and deploy production-ready enterprise systems.
  • Hugging Face Agents Course - Free hands-on AI agents course covering agent fundamentals, smolagents, LangGraph, LlamaIndex, use cases, and evaluation challenges.
  • LLM Course - Free LLM course with roadmap-style progression and practical Colab notebooks.
  • LLM Systems Engineering Roadmap - Practical LLM systems roadmap covering internals, inference, RAG, agents, evaluation, and production architecture.
  • NLP Roadmap - NLP study roadmap with mind maps and keyword-based learning guidance.

Security

Miscellaneous

Tools & Resources

  • TutorialSearch - Free cross-platform search engine indexing 50,000+ tutorials from Udemy, Skillshare, Pluralsight, and other major learning platforms across 45+ categories.

Articles & Books

License