learn-ai

Browse by topic

The learning map orders articles by what depends on what. This view cuts the other way — every article on a subject in one place, no matter which layer it lives in.

  1. How AI Works 52

    From machine learning basics to how a transformer works inside.
  2. Prompting 13

    Specifying tasks so the output you want is the obvious continuation.
  3. RAG & Retrieval 14

    Grounding models in your own documents, from basics to advanced retrieval.
  4. Agents 17

    Models that reason, call tools, and act across multiple steps.
  5. Training & Architecture 20

    Fine-tuning, adaptation, and the architectures behind modern models.
  6. Multimodal 9

    Images, audio, and documents beyond plain text.
  7. Evaluation 15

    Measuring whether a model, a pipeline, or an agent actually works.
  8. Safety & Security 7

    Prompt injection, guardrails, governance, and handling sensitive data.
  9. Building & Production 14

    Shipping AI features: cost, latency, reliability, and operations.