Skip to content

Roadmaps

Awesome Roadmaps Awesome

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.

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. Year 2026 GitHub repo
  • Platform Engineering Roadmap - Platform engineering roadmap published as an interactive website with a GitHub-backed source repository. GitHub repo Interactive website

Game Development

AI / Machine Learning / Data Science

  • AI Engineer Roadmap - AI engineering roadmap focused on LLM applications, RAG, agents, and LLMOps. GitHub repo
  • AI Expert Roadmap - Artificial intelligence roadmap covering theory, tools, and hands-on practice. Year 2022 GitHub repo
  • Data Analyst Roadmap - Full data analyst roadmap covering statistics, Excel, SQL, BI, Python, and communication skills. GitHub repo
  • Data Engineer Roadmap - Data engineering study guide for the modern data stack. Year 2021 GitHub repo
  • Data Science Roadmap - Data science roadmap built from learning paths used across major tech companies. Year 2020 GitHub repo
  • Data Scientist Roadmap - Companion tutorials and notes for a visual data science roadmap. Year 2024 GitHub repo
  • Deep Learning Reading Roadmap - Reading roadmap through influential deep learning papers. Year 2022 GitHub repo
  • Deep Learning Roadmap - Deep learning starter roadmap with curated references and explanations. Year 2020 GitHub repo
  • LLM Course - Free LLM course with roadmap-style progression and practical Colab notebooks. GitHub repo
  • NLP Roadmap - NLP study roadmap with mind maps and keyword-based learning guidance. Year 2019 GitHub repo

Security

Miscellaneous

Articles

License

License: 0PL