Preparing Data with Generative AI

Data preparation can be time-consuming and error-prone. This course will teach you how to use Generative
AI tools like ChatGPT and Claude to automate and
enhance data preparation tasks, making your data
analysis more efficient and reliable.

Data preparation is a crucial step in the data analysis workflow, but it can be time-consuming and prone to errors. Integrating Generative AI tools can streamline this process, making it more efficient and accurate. In this course, Preparing Data with Generative AI, you’ll learn to use Generative AI tools like Chat GPT and Claude to automate and enhance data preparation tasks. First, you’ll explore how to handle missing values in datasets using AI-generated code. Next, you’ll discover methods to identify and remove duplicates from your data. Finally, you’ll learn how to filter outliers using statistical techniques with the help of Generative AI. When you’re finished with this course, you’ll have the skills and knowledge needed to incorporate Generative AI into your data preparation workflow, making your data analysis more efficient and reliable.

• Preparing Data with Generative AI 9mins