Implementing a Neural Network from Scratch with NumPy: Deep Dive into MNIST Handwritten Digit Recognition

Introduction / Main Post: Implementing a Neural Network from Scratch with NumPy: Deep Dive into MNIST Handwritten Digit Recognition

This article introduces a neural network project implemented purely with NumPy. By building forward propagation, backpropagation, and gradient descent from scratch, it helps learners gain a deep understanding of the core principles of deep learning and includes visualization of the training process.