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The Data Sessions: Generating High-Quality Data with Prompt Engineering for Data Scientists

by Dan Anderegg

Learn how you can start generating high-quality data for your data science experiments using GenAI by watching this Data Session. You'll get some ideas for text-based data and an overview of how a GAN is used to generate synthetic, image-based data.

What you'll learn

Synthetic data can be a major help in experiments where you may be prohibited from using truly original data. In this Data Session, you'll begin to understand why synthetic data exists, how it might help you, and where you can get started. Learn where you can start generating high-quality data for your data science experiments using GenAI. You'll get some ideas for text-based data and an overview of how a GAN is used to generate synthetic, image-based data. By the end of this session, you'll have some ideas of where you can start, and why you would use synthetic data in the first place.

About the author

Dan Anderegg is currently the Sr. Director of Digital Transformation and Data Skills at Pluralsight, and is continually learning and growing as a Data Scientist.

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