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Gradient Descent, How Neural Networks Learn

3Blue1Brown via YouTube

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Overview

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Explore the fundamental concepts of neural network learning in this 21-minute video. Delve into gradient descent, cost functions, and training data utilization. Gain insights on analyzing networks and advanced topics through an interview with expert Lisha Li. Discover recommended resources for further learning, including books, articles, and related video series. Perfect for those seeking a comprehensive understanding of how neural networks process information and improve their performance.

Syllabus

- Introduction
- Recap
- Using training data
- Cost functions
- Gradient descent
- More on gradient vectors
- Gradient descent recap
- Analyzing the network
- Learning more
- Lisha Li interview
- Closing thoughts

Taught by

3Blue1Brown

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