Learn Machine Learning

This repository contains materials for learning to do machine learning, organized by topic, linked below.

These materials are intended for use with our in-person and webinar courses, but may be useful on their own.

🖌️ Learn to Evaluate and Debug Generative AI →

🚀 Learn Effective MLOps: Model Development →

🤖 Learn CI/CD for Machine Learning (GitOps) →

⚡ Learn deep learning with PyTorch Lightning →

🥕 Learn deep learning with Keras →

🧮 Get a refresher on the math you need for ML →

🏫 Resources for Educators, Teaching Assistants, and Students →