Webinar: Synthetic Data – Coarsening, Mimicking and Simulation
- Coarsening - Reducing the precision of data to protect privacy
- Mimicking - Generating a dataset that closely matches the real dataset
- Simulation - Generating data similar in essential ways to real data, but is different with regard to sensitive information
Presenter: Joe Allen, UK Data Service
The webinar will last for 1 hour with time for questions and answers at the end.
In the first webinar we introduce synthetic data and explore some reasons why we want to use it.
In the second webinar, we explore two categories of data synthesis methods: Masking and Redaction.
In the code demonstration we will showcase some data synthesis tooling.