Super Data Science: ML & AI Podcast with Jon Krohn

633: Responsible Decentralized Intelligence

12.06.2022 - By Jon KrohnPlay

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This week's episode is all about Responsible Decentralized Intelligence as award-winning professor and tech entrepreneur, Dawn Song, joins Jon Krohn to help us explore this exciting topic in-depth.

This episode is brought to you by Iterative (https://iterative.ai), your mission control center for machine learning. Interested in sponsoring a SuperDataScience Podcast episode? Visit JonKrohn.com/podcast for sponsorship information.

In this episode you will learn:

• What is decentralized intelligence? [3:46]

• Dawn’s Responsible Data Economy collaboration with Meta AI [11:31]

• How homomorphic encryption, differential privacy, and multi-party computation can work together [16:22]

• How PrivateSQL makes differential privacy easy to use [22:54]

• The relationship between deep learning and federated learning [37:55]

• What is a responsible data economy [42:13]

Additional materials: www.superdatascience.com/633

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