Banana Data Podcast
Welcome to the Banana Data Podcast! We're a data science podcast focused on the latest & greatest of the DS ecosystem, sprinkled in with our musings & data science expertise. With topics ranging from ethical AI and transparency to robot pets, our hosts, Christopher Peter Makris & Corey Strausman, are here to keep you up to date on the latest trends, news, and big convos in data. If you're looking to keep the knowledge up, be sure to also subscribe to our weekly Banana Data Newsletter! Register here: https://banana-data.com/
Banana Data Podcast
Being an Ethical Data Scientist, Federated Learning in Healthcare, and Dropping the “Best Model” Approach
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)