Deep Learning Illustrated, Part 2: How Does a Neural Network Learn?

An illustrated and intuitive guide on how Neural Networks learn

Shreya Rao
Towards Data Science
13 min readFeb 8, 2024

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Welcome to Part 2 of the Deep Learning Illustrated series. In the previous article (definitely read that first!), we covered how a neural network works and how a trained neural network makes predictions. We also learned that the neural network arrives at optimal weight and bias values during the training process.

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