Generative AI
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IntermediateLearning path

Intermediate

Retrieval-augmented generation and document AI.

Lessons
7
Time
3.5 hours
Modules
2

Skills you will practise

  • Document processing
  • Retrieval
  • Retrieval-augmented generation
  • RAG evaluation
  • Hallucination control
  • Document and multimodal AI
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You should know

These lessons are not in this path, but some lessons here build on them.

Modules in this path

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  1. Retrieval-augmented generation6 lessons 3 hours
    1. RAG architecture and chunkingIntermediate 30 min
    2. The core RAG pipelineIntermediate 30 min
    3. Better retrievalIntermediate 30 min
    4. All RAG typesIntermediate 35 min
    5. RAG evaluation and hallucinationIntermediate 25 min
    6. RAG evaluation in depthIntermediate 30 min
    About this module
  2. Multimodal and document AI1 lesson 35 min
    1. Multimodal GenAI and document AIIntermediate 35 min
    About this module