Generating synthetic data with multi-tables should not be a daunting task. Using this comprehensive tutorial and MOSTLY A's free synthetic data platform, anyone can master multi-table synthetic data generation. We will guide you through each step, ensuring you have a clear understanding of how to handle and synthesize relational data structures effectively. Dive deep into the practical demonstration, where we work with real-world financial transactions data, ensuring you are well-equipped with the knowledge to apply these techniques in your projects.
Here is what you will find in the tutorial:
00:00 - Introduction
01:00 - Overview of Multi-Table Data Synthesization
03:00 - Setting Up the Database Infrastructure
06:00 - Importing and Preparing Data
09:00 - Defining Relationships Between Tables
12:00 - MOSTLY AI Setup and Configuration
15:00 - Launching the Synthesization Job
18:00 - Retrieving and Inspecting the Synthetic Data
21:00 - Quality Checks and Referential Integrity
24:00 - Conclusion and Key Takeaways
Download the datasets and access the notebook: https://tinyurl.com/2whu4my3
Access MOSTLY AI's synthetic data platform: https://bit.ly/3M8Lhkb