Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...

Learn how to build a perceptron from scratch in Python! This tutorial covers the theory, coding, and practical examples, helping you understand the foundations of neural networks and machine learning.

##Assignment 1 From Assignment 1 Webpage: In this assignment you will practice putting together a simple image classification pipeline, based on the k-Nearest Neighbor or the SVM/Softmax classifier.

CS231n: Deep Learning for Computer Vision. The assignment focuses on building an image classification pipeline on the CIFAR-10 dataset, and implementing several core models from scratch using NumPy, ...