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Learning path

Generative AI Engineer

Create with text, image, audio and video generative models.

L3 · AdvancedtoL5 · Research3 courses~8 h

What you’ll be able to do

  • Understand autoregressive generation from LLM foundations.
  • Place diffusion and multimodal generation in the deep-learning landscape.
  • Apply generation inside retrieval and agent systems.

Your course sequence

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

  1. 1
    LLM FoundationsIntermediate~2 h

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

  2. 2
    Deep Learning & the FrontierExpert~3 h

    From how networks learn to where AI is going.

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

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