Track 11: ML and Deep Learning Foundations for AI Engineers, Transformers and Attention

Embeddings: Meaning as Numbers

Explain why king - man + woman is close to queen.

Status: Coming soon BeginnerVideo lessonAbout 11 min Free tools

Part of Train and Fine-Tune Models (10 of 45)

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Transformers & GPT From Scratch for AI Engineers

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In this module

  1. Embeddings: Meaning as Numbers
  2. The Transformer in One Picture
  3. Self-Attention, Multi-Head and Positions, Step by Step
  4. Code a Transformer Block
  5. KV Cache and Why Long Context Is Expensive
  6. Mixture of Experts, Beyond Transformers, and Looking Inside Models
  7. Interpretability Basics: Look Inside a Model

The course this lesson belongs to