Generative AI path

Generative AI roadmap — from basics to applied workflows

For learners who understand ChatGPT but want to build responsibly: grounding, retrieval, evaluation, and small projects—with mentor support when tools change faster than tutorials.

  1. Phase 1: Literacy

    • What generative AI is
    • Tokens, limits, safe use
    • AI vs ML vs deep learning
    GenAI for students →What is AI? →

  2. Phase 2: Hands-on Python

    • APIs and basic scripts
    • Structured outputs
    • Testing your prompts
    Start AI as a beginner →Python classes →

  3. Phase 3: RAG & grounding

    • Document Q&A
    • Hybrid retrieval
    • Measuring answer quality
    Full RAG roadmap →AI classes →

  4. Phase 4: Agents & next steps

    • Tool use patterns
    • MCP and agent workflows
    • Portfolio projects
    MCP explained →AI engineer roadmap →

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