Coding a Neural Network: A Beginner's Guide (part 2)

Опубликовано: 24 Октябрь 2024
на канале: About Medicine

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Neural networks simplified and made easy, for the layperson (or medical practitioner). I've tried to keep things simple, and provide a beginner's introduction to machine learning and neural networks. By the end of this series, you'll have created your first complete and functioning artificial neural network, written in Google Colab. I recommend listening on 1.5 or 2x speed.

Part 2 is all about generating a 'loss function', which will help us determine how poor our network's predictions probably were.

Part 1:    • Coding a Neural Network: A Beginner's...
...
Part 3:    • Coding a Neural Network: A Beginner's...
Part 4:    • Coding a Neural Network: A Beginner's...
Part 5:    • Coding a Neural Network: A Beginner's...

This tutorial is greatly indebted to the work of Justin Johnson: https://github.com/jcjohnson

Let me know what you think in the comments below👇