The Banana Data Podcast

BDN #1: Being an Ethical Data Scientist, Federated Learning in Healthcare, and Dropping the “Best Model” Approach

May 09, 2019 Season 1 Episode 1
The Banana Data Podcast
BDN #1: Being an Ethical Data Scientist, Federated Learning in Healthcare, and Dropping the “Best Model” Approach
Chapters
The Banana Data Podcast
BDN #1: Being an Ethical Data Scientist, Federated Learning in Healthcare, and Dropping the “Best Model” Approach
May 09, 2019 Season 1 Episode 1
Dataiku
This week, Triveni & Will tackle the ethics of being a data science and how we can best improve our models to maintain privacy - while still maintaining efficiency.
Show Notes

Welcome to the Banana Data Podcast! For our inaugural episode, our hosts Triveni and Will challenge the idea that the “best model is the most efficient,” the current ethical gaps of data collection, and how methods like federated learning can help keep private user data, well, private.

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 Learn more about the articles referenced in this episode below:

 One Model to Rule Them All - by Christoph Molnar (bentoML)

 These Ads Think They Know You by Stuart A. Thompson  (NYTimes)

 A Little-Known A.I. Method Can Train on Your Health Data Without Threatening Your Privacy by MIT Technology Review (MIT Technology Review)

 Radical Markets: Uprooting Capitalism and Democracy for a Just Society by Eric A. Posner & E. Glen Weyl (Princeton Press)

 Are We In Control of Our Own Decisions? By Dan Ariely (TED)



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