What you'll learn

AI tools are transforming how data professionals clean, shape, and prepare datasets, but knowing how to use them effectively is key. In this course, Preparing Data with Generative AI, you’ll gain the ability to streamline and scale your data preprocessing workflows using Gen-AI.

First, you’ll explore how to automate data profiling and quality checks, prompting AI to summarize datasets, surface anomalies, and generate cleaning logic. Next, you’ll discover how Gen-AI can handle missing values and standardize data types by producing reusable Python or R scripts, complete with logging and validation. Finally, you’ll learn how to automate text preprocessing, clean special characters, standardize casing, and apply regex for robust input formatting.

When you’re finished with this course, you’ll have the skills and knowledge of Gen AI–powered data preparation needed to build reliable, analysis-ready datasets quickly and with less manual effort.