Building a Multilayer Perceptron from Scratch: What It Taught Me About Neural Networks

The author describes building a Multilayer Perceptron (MLP) from scratch using NumPy to gain a deeper understanding of neural network mechanics, such as backpropagation and gradient computation. This project significantly enhanced their comprehension of how deep learning models learn meaningful patterns.