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.
What you'll learn
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.
Table of contents
About the author
Pinal Dave is an SQL Server Performance Tuning Expert and independent consultant with over 22 years of hands-on experience. He holds a Master of Science degree and numerous database certifications. Pinal has authored 14 SQL Server database books and 81 Pluralsight courses. To freely share his knowledge and help others build their expertise, Pinal has also written more than 5,800 database tech articles on his blog at https://blog.sqlauthority.com.