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A curated list of roadmaps.

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66
Curated Resources
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Categories
1 hour ago
Last Refreshed
Programming LanguageWeb DevelopmentMobile DevelopmentInfrastructure / OperationsGame DevelopmentAI / Machine Learning / Data ScienceSecurityMiscellaneousTools & ResourcesArticles & Books

Use this list with your AI agent

Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:

"Show me ai / machine learning / data science resources from awesome-roadmaps"

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What's inside

AI / Machine Learning / Data Science

  • Agent Engineering Roadmap

    Production-aware AI agent roadmap covering MCP, memory, RAG, workflows, evaluation, safety, and multi-agent systems.

  • 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.

  • Agent Learning

    Systematic AI agent development roadmap covering LLM agents, RAG, tool use, memory, LangGraph, MCP, multi-agent systems, and agentic RL.

  • 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.

Articles & Books

  • 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.

  • A Roadmap To Become A Better Android Developer

    Medium article with a step-by-step Android learning roadmap and supporting resources.

  • Backend Developer Roadmap

    Article covering a backend learning path across web fundamentals, programming languages, databases, APIs, security, and frameworks.

  • Building Effective Agents

    Anthropic engineering article covering practical patterns for workflows, autonomous agents, evaluation, and agent-computer interfaces.

  • Cybersecurity Roadmap

    Article outlining cybersecurity career paths, core skills, and a staged roadmap for getting started.

  • Data Analytics Roadmap

    Blog article covering a data analytics learning path, skills, and tooling.

Mobile Development

Web Development

Miscellaneous

Programming Language

Security

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.

Showing a sample of 66 resources. View the full list on GitHub →