Home Products Machine Learning Foundational courses Foundational courses The foundational courses cover machine learning fundamentals and core concepts. We recommend taking them in the order below. New Introduction to Machine Learning A brief introduction to machine learning. Machine Learning Crash Course A hands-on course to explore the critical basics of machine learning. New Problem Framing A course to help you map real-world problems to machine learning solutions. Data Preparation and Feature Engineering An introduction to preparing your data for ML workflows. Testing and Debugging Strategies for testing and debugging machine learning models and pipelines. New Managing ML Projects Learn how to effectively manage an ML project.