The Pod of Asclepius is a healthcare technology podcast for the technical crowd.
No fluff, no sales pitches, just important health tech ideas (described well!) to help everyone keep learning and becoming more of an expert in the field.
Our guests are top researchers (from academia and industry), entrepreneurs, and regulatory experts. They will talk about cool technology, from data science to engineering, but also share insights on practical concerns of bridging the gap between technical innovation and a clinical solution.
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The Pod of Asclepius is a healthcare technology podcast for the technical crowd.
No fluff, no sales pitches, just important health tech ideas (described well!) to help everyone keep learning and becoming more of an expert in the field.
Our guests are top researchers (from academia and industry), entrepreneurs, and regulatory experts. They will talk about cool technology, from data science to engineering, but also share insights on practical concerns of bridging the gap between technical innovation and a clinical solution.
Jack Fitzsimons | Data Security, Privacy, & Artificial Intelligence
Data & Science with Glen Wright Colopy
1 hour 14 minutes 22 seconds
3 years ago
Jack Fitzsimons | Data Security, Privacy, & Artificial Intelligence
Dr. Jack Fitzsimons (Oblivious AI) gives a high-level introduction to the technologies that can either exploit or protect your data privacy. If you'd like to survey the landscape of data privacy-preserving technologies (from someone who's building the tech) this is a good place to start!
#datascience #privacy #ai
0:00 - Coming up...3:24 - Introduction6:20 - Data privacy and privacy enhancing technologies 13:00 - History of privacy enhancing technologies19:54 - Differential privacy: Hiding the influence of a single data point22:52 - Trading data utility for data privacy38:32 - Tracking algorithms and how they decide user preferences42:04 - Preserving privacy: Anonymizing data & VPNs50:17 - Exploration vs Exploitation: Combining best of multiple domains to tackle problems54:13 - Federated learning, input and output privacy of data58:45 - Balancing data privacy vs data-driven personalization1:05:50 - What should data scientists/statisticians debate?
Data & Science with Glen Wright Colopy
The Pod of Asclepius is a healthcare technology podcast for the technical crowd.
No fluff, no sales pitches, just important health tech ideas (described well!) to help everyone keep learning and becoming more of an expert in the field.
Our guests are top researchers (from academia and industry), entrepreneurs, and regulatory experts. They will talk about cool technology, from data science to engineering, but also share insights on practical concerns of bridging the gap between technical innovation and a clinical solution.
