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Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and code made simple.

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I tried four vibe-coding tools, including Cursor and Replit, with no coding background. Here's what worked (and what didn't).

I'm not a programmer, but I tried four vibe coding tools to see if I could build anything at all on my own. Here's what I did and did not accomplish.