00:00 Welcome!
00:24 Intro from the speaker
01:01 Why data quality and why synthetic data now?
01:58 Data as product
02:32 What is synthetic data?
03:12 How can we generate synthetic data?
05:30 Why go synthetic?
06:39 Generative models for synthetic data generation
12:04 How evaluate the quality of my synthetic data?
22:09 Synthetic data use in real-world use cases
23:14 Session recap & wrap-up
23:45 Open-source for data profiling and synthetic data generation
This is an issue to add timestamps to Fabiana Clemente presentation about Synthetic Data.
Youtube video link: https://www.youtube.com/watch?v=Yt4ZGli_IFg&t=3s
Timestamps
00:00 Welcome! 00:24 Intro from the speaker 01:01 Why data quality and why synthetic data now? 01:58 Data as product 02:32 What is synthetic data? 03:12 How can we generate synthetic data? 05:30 Why go synthetic? 06:39 Generative models for synthetic data generation 12:04 How evaluate the quality of my synthetic data? 22:09 Synthetic data use in real-world use cases 23:14 Session recap & wrap-up 23:45 Open-source for data profiling and synthetic data generation