Learn

Learn AI, one page at a time.

Start with the big picture, then go deeper. Every format here explains the same ideas from a different angle: watch, practise, or follow a story.
Video series

Learning Agentic AI

Notebook-style episodes with diagrams that move, from the AI landscape to AI governance. In English, with subtitles and transcripts.

Start here

Episode 0 · 6:11

The AI Landscape

How AI, machine learning, deep learning, generative AI and data science relate, and the map of this series.

  1. Episode 1 · 5:18

    How Generative AI Works

    How language models learn patterns, generate text token by token, and why a fluent answer can still be wrong.

  2. Episode 2 · 5:06

    How RAG Works

    Retrieval-augmented generation: chunks, embeddings and vector databases that bring trusted pages to the model.

  3. Episode 3 · 5:15

    How AI Agents Work

    Tools, the reason–act–observe loop, memory, multi-agent systems and the agency spectrum.

  4. Episode 4 · 5:25

    Evaluating AI Agents and Guardrails

    Measuring quality, speed and safety, then adding guardrails, least privilege and human approval.

  5. Episode 5 · 6:58

    AI Governance and Responsible AI

    What AI governance is, responsible AI principles, the NIST AI RMF, the EU AI Act and how to put it into practice.

Watch the whole series
Tutorials

Step-by-step guides

Long-form, practical walk-throughs you can read at your own pace.

  1. 1

    Machine learning

    How to Get Started with Machine Learning

    A beginner-friendly roadmap from fundamentals to your first production model.

    Read the tutorial
  2. 2

    Governance

    Why AI Governance is Critical (Not Optional)

    Understanding why governance enables innovation rather than blocking it.

    Read the tutorial
  3. 3

    Data platforms

    Analytics Platforms: Match Your Needs to the Right Tool

    Navigate Snowflake, Databricks, Fabric, and more with a decision framework.

    Read the tutorial
  4. 4

    Generative AI

    Choosing GenAI Models: Benchmark, Compare, Decide

    Navigate GPT, Claude, Gemini, Llama and more with a practical selection framework.

    Read the tutorial
  5. 5

    AI agents

    Before You Launch an AI Agent: Pick the Right Human First

    The 5-step filter for selecting your AI pilot user. Because the wrong person kills a great agent.

    Read the tutorial
Illustrated story

The Adventures of Data Girl

Meet every member of the data team and see how raw information becomes business decisions. Watch the 66-second video, or explore the interactive version.

Open the interactive story
Open in a new tab ↗
Home