What you'll learn

Feature engineering is important to improve the performance of machine learning models, but it often involves a time-consuming and complex process of selecting the right features from data. In this course, Feature Engineering with Generative AI, you’ll learn to enhance datasets and automate feature engineering using advanced AI techniques. First, you’ll explore how to use generative AI to brainstorm and transform features innovatively. Next, you’ll discover methods to automate the feature engineering process through AI-driven tools and APIs. Finally, you’ll learn how to assess and optimize your engineered features effectively. When you’re finished with this course, you’ll have the skills and knowledge of AI-driven feature engineering needed to innovate your data preprocessing workflows.