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 implement the K-Nearest Neighbors (KNN) algorithm from scratch in Python! This tutorial covers the theory, ...
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, ...
Welcome to the Python Learning Roadmap in 30 Days! This project is designed to guide you through a structured 30-day journey to learn the Python programming language from scratch and master its ...