Conditional synthetic data generation tutorial

👋 Welcome to this comprehensive tutorial on Conditional Synthetic Data Generation!

In this tutorial, you'll learn how to exercise more control over the synthetic data you generate. By the end, you'll understand how to apply conditional generation in two different scenarios: equalizing gender income distribution in the UCI Adult Income dataset and maintaining the geographic locations of Airbnb listings in Manhattan.

📚 Chapters:

00:00 - Introduction
01:31 - What is Conditional Generation?
02:40 - First Use Case: UCI Adult Income Dataset
06:00 - How to Generate Synthetic Data using MOSTLY AI
08:41 - Analyzing the UCI Adult Income Dataset
11:40 - Second Use Case: Airbnb Manhattan Listings
15:37 - Generating Synthetic Data for Airbnb Listings
18:24 - Analyzing Airbnb Manhattan Listings

🔗 Resources: https://github.com/mostly-ai/mostly-tutorials/tree/dev/conditional-generation

MOSTLY AI 's free synthetic data generator: https://bit.ly/43IGYSv

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Thank you and see you in the next video! 🙌

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