The repository contains a sequence of machine learning tutorials starting from basic image classification on Fashion-MNIST, progressing through multilayer perceptrons, convolutional neural networks, and autoencoders, up to text classification with scikit-learn. Each project includes starter code and an associated ~10 minute video. The material assumes no ML background but expects Python proficiency, with content ordered from beginner to advanced.