Machine Learning Basics
How backpropagation works, and what happens when you build one in TypeScript
Evan Moon
3 chaptersDeep learning basics, backpropagation, and building a neural network from scratch in TypeScript. Machine learning fundamentals through working code.
01
[Deep Learning Series] What is Deep Learning?
History of Neural Networks and the Starting Point of Modern Deep Learning
02
[Deep Learning Series] Understanding Backpropagation
The Process by Which Neural Networks Adjust Values to Reduce Errors
03
Building a Simple Artificial Neural Network with TypeScript
Directly Implementing Neurons, Layers, and Backpropagation in ANN