What you'll learn

Feature engineering is often where solid data science projects slow down: ideas arrive late, business context is thin, and useful notebook experiments never become repeatable workflows. In this course, Feature Engineering with Generative AI, you’ll learn to generate, validate, and operationalize features using generative AI as a copilot, not an autopilot. First, you’ll use AI assistance to propose and validate feature transformations across structured and unstructured data. Next, you’ll turn business context into defensible, domain-specific feature ideas with a repeatable judgment framework. Finally, you’ll move from notebook experimentation to automated, reusable feature workflows. When you’re finished with this course, you’ll have the skills and knowledge of AI-assisted feature engineering needed to build faster, safer, and reusable feature pipelines.