The Algorithm Behind AI Learning: Gradient Descent Explained

Gradient Descent is one of the most important ideas in machine learning — but it is often explained in a way that feels too mathematical or abstract.

In this video, I break down how Gradient Descent actually works, step by step, using simple intuition and visual explanation. You will learn how a machine learning model reduces error, updates its parameters, and gradually moves toward a better solution.

Topics covered:

* What Gradient Descent means
* Why machine learning models need optimization
* How loss functions guide learning
* How step size and learning rate affect training
* Why Gradient Descent is fundamental to AI and ML

This video is part of my ML Fundamentals series, where I explain core machine learning concepts in a simple and practical way.

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Видео The Algorithm Behind AI Learning: Gradient Descent Explained канала Stephen Kim