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Module 01 of 05 · AI & Generative AI for Developers

AI Foundations

The vocabulary, in plain language, with accurate expectations attached.

6 of 6 lessons available

Lessons in this module

  1. 01

    What Is AI, Really?

    Beginner

    Distinguish AI, machine learning, deep learning and generative AI, and set accurate expectations.

    13 min
  2. 02

    Machine Learning

    Beginner

    Explain learning from data versus writing explicit rules.

    14 min
  3. 03

    Generative AI

    Beginner

    Describe what generative models produce and how that differs from classification.

    12 min
  4. 04

    Large Language Models

    Beginner

    Explain in plain terms what an LLM does when it responds.

    15 min
  5. 05

    Tokens and Context Windows

    Beginner

    Explain how tokens and context limits drive cost and behaviour.

    15 min
  6. 06

    Embeddings

    Beginner

    Describe how text becomes vectors and why that enables meaning-based search.

    14 min

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