Developer Tools / Code Assistant

From Gradients to ChatGPT

A two-part self-study course for building a tiny LLM stack from scalar autograd to a working chat assistant, with modules covering transformers, pretraining, instruction tuning, retrieval, tool use, and agent loops.

Clear29/30
Useful27/30
Specific16/20
Complete15/20
From Gradients to ChatGPT screenshot

Why it was accepted

The page clearly describes an AI-adjacent product with substantial public-facing evidence: a full course structure, module list, learning goals, and the scope of the system students will build. It is specific about the stack, covers both model-building and assistant-building, and is useful for developers or learners who want to understand how LLMs work end to end.

Weakness

This is a course rather than a software tool, so visitors cannot tell if there is a live demo, course length, pricing, instructor details, or support/community format from the page alone.

Review status

6 days ago #323 ↓ -4

Last evaluated 6 days ago. Current rank #323. Down 4 spots in the rankings.

Score history

87

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