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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.

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

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Learn how to build a perceptron from scratch in Python! This tutorial covers the theory, coding, and practical examples, helping you understand the foundations of neural networks and machine learning.

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