AI concept map

Core stack

Each layer builds on the one above it in this simplified teaching map — research history is richer than any single tree.

• Artificial intelligence
  • Machine learning
    • Deep learning
      • Transformers
        • Large language models (LLMs)
        • Tokenization
        • Attention
      • Neural networks
      • More deep learning topics
    • Supervised learning
    • Unsupervised learning
    • More machine learning topics
  • Fundamentals branch

Generative AI branch

• Generative AI
  • LLMs & chat systems
  • Diffusion models
  • Image generation
  • Speech synthesis
  • Media & multimodal
  • Prompting

RAG & agents

• Retrieval-augmented generation (RAG)
  • Embeddings
  • Vector / semantic search
  • RAG & Search hub
• AI agents
  • Tool use
  • Planning & memory
  • Agents hub

Practice & tools

• Learning paths — ordered lessons, no account
• Glossary — short definitions
• Token estimator — educational ESTIMATE only
• Temperature demo — sampling illustration
• Responsible AI
• Full learning hub