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Learning path

Applied AI Specialist

Apply AI to verticals: finance, web3/crypto, web scraping and automation.

L3 · AdvancedtoL5 · Research3 courses~6 h

What you’ll be able to do

  • Build the AI and LLM foundations needed to apply models to a domain.
  • Ship a retrieval or agent system against a real-world use case.

Your course sequence

Work through these courses in order. Each lesson links straight into the reader.

  1. 1
    AI FoundationsAbsolute Beginner~1 h

    Understand what AI is and how machines learn, no math or code required.

  2. 2
    LLM FoundationsIntermediate~2 h

    How large language models turn text into tokens, attention, and predictions.

  3. 3
    Applied LLM Systems: RAG, Agents & MCPAdvanced~3 h

    Build systems around a model: retrieve knowledge, call tools, and run agent loops.