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178 categories

  • Foundations
  • Working with models
  • Retrieval and knowledge
  • Agents and tools
  • Multimodal applications
  • Production AI
  • Foundations
  • Working with models
  • Retrieval and knowledge
  • Agents and tools
  • Multimodal applications
  • Production AI
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  2. Practice

Practice

Exercises drill one skill. Projects combine several. Both say what they cost to run before you start.

Exercises

One skill, one sitting

  • Validate structured model output

    Beginner

    Take a tool call that satisfies its schema and still says something false, and catch it in code.

    45 min · Working with models

  • Chunk a document three ways

    Intermediate

    Split the same document by size, by structure and by section, then compare what retrieval returns.

    90 min · Retrieval and knowledge

  • Write a tool definition a model can use

    Intermediate

    Start from a vague tool nobody calls correctly and rewrite it until selection is reliable.

    60 min · Agents and tools

Projects

Several skills, a weekend

  • Document question answering

    Intermediate

    Upload a set of documents, ask questions about them, and get answers that cite what they came from.

    8–12 hours · Retrieval and knowledge