Release

Gradient Descent

esthor · 2026

A course in LLMs & Agents. Ten tracks of progressive metal × EDM teaching how large language models and agents actually work — from the forward pass through training, scaling, alignment, retrieval, tool use, and the agentic loop.

Tracks: 10
Runtime: 42 min
Added: 2026
Catalog: esthor / gradient-descent-album

4:37
4:54
3:02
3:02
5:14
3:44
4:18
3:47
4:53
4:47

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Feedforward4:37

Backpropagation4:54

Attention Is All You Need3:02

Scale3:02

The Context Window5:14

RLHF3:44

Inference4:18

RAG3:47

Tool Use4:53

Autonomous4:47

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