This repository provides comprehensive tutorials on machine learning and deep learning, including practical implementations with PyTorch covering topics like regression, neural networks, CNNs, and RNNs. The materials also extend to deep reinforcement learning, data engineering, and production deployment using tools like Apptainer. It powers the website deeplearningwizard.com and references AI tooling such as llamaindex and ollama.