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Making privacy a first-class citizen in data science

Thoughtworks Technology Podcast

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How to Deploy Privacy Engineering and Privacy by Design

The book kind of goes through three major technologies that I'm really excited about and then I think our production ready. differential privacy as a way to anonymize data, things like federated learning federated data analysis where we actually don't even centralize the data at all We leave the data wherever it is. All of these can be and are used in production systems today so the book takes you from okay you have your basics covered but let's move into new and exciting and usable types of advanced privacy technologies.

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