Synthetic Data Code Demo
|Dates:||15 June 2021|
|Times:||13:00 - 14:00|
|What is it:||Webinar|
|Organiser:||Cathie Marsh Institute for Social Research|
In this free training series, we cover the advantages and disadvantages of synthetic data. We explore the variety of methods available to generate synthetic data. Finally, we discuss the nuanced definitions comprising synthetic data itself.
In this code demo we will showcase some data synthesis tooling. We work through a manual process of creating synthetic data in Python. We explore a web-based data generation library, Mockaroo. We replicate this dataset using a data generation library for Python called Faker. We simulate the rolling of dice and children’s shoe sizes.
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