Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and code made simple.
Learn machine learning from the ground up - using Python and a handful of fundamental tools. This repository contains a range of resources associated with the 2nd edition of the university textbook ...
deep-learning-from-scratch/ ├── 01_neural_network_basics/ # Perceptron, MLP, forward/backprop ├── 02_activation_functions/ # Sigmoid, ReLU, Softmax, etc ...