This repository provides an extensive collection of Jupyter notebooks teaching machine learning concepts and techniques. It covers classical machine learning algorithms, deep learning with TensorFlow and Keras, computer vision, NLP, data analysis and visualization, and includes an MLOps guide. All notebooks include high-level overviews and visuals to aid learning.