Custom Manufacturing Industry podcast is an entrepreneurship and motivational podcast on all platforms, hosted by Aaron Clippinger. Being CEO of multiple companies including the signage industry and the software industry, Aaron has over 20 years of consulting and business management. His software has grown internationally and with over a billion dollars annually going through the software. Using his Accounting degree, Aaron will be talking about his organizational ways to get things done. Hi ...
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Bias in machine learning for healthcare with Marzyeh Ghassemi (University of Toronto)
Manage episode 270894227 series 2769784
Content provided by Anika Gupta. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Anika Gupta or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
Humans tend towards bias, but are our algorithms objective? Today I discuss fairness and bias in machine learning for healthcare with Professor Maryzeh Ghassemi of the University of Toronto. We delve into the ways in which bias pops up in the data that are used to train computational models, the particular dangers of systemic inequalities in healthcare being perpetuated by algorithms, and some of the steps needed to combat these deeply rooted issues.
Check out the glossary of terms, definitions, and resources (and get a sneak peak of the future conversations lined up!) here: bit.ly/datapulse-glossary
--- Support this podcast: https://podcasters.spotify.com/pod/show/the-data-pulse/support25 episodes
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Manage episode 270894227 series 2769784
Content provided by Anika Gupta. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Anika Gupta or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
Humans tend towards bias, but are our algorithms objective? Today I discuss fairness and bias in machine learning for healthcare with Professor Maryzeh Ghassemi of the University of Toronto. We delve into the ways in which bias pops up in the data that are used to train computational models, the particular dangers of systemic inequalities in healthcare being perpetuated by algorithms, and some of the steps needed to combat these deeply rooted issues.
Check out the glossary of terms, definitions, and resources (and get a sneak peak of the future conversations lined up!) here: bit.ly/datapulse-glossary
--- Support this podcast: https://podcasters.spotify.com/pod/show/the-data-pulse/support25 episodes
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Similar to The Data Pulse
Custom Manufacturing Industry podcast is an entrepreneurship and motivational podcast on all platforms, hosted by Aaron Clippinger. Being CEO of multiple companies including the signage industry and the software industry, Aaron has over 20 years of consulting and business management. His software has grown internationally and with over a billion dollars annually going through the software. Using his Accounting degree, Aaron will be talking about his organizational ways to get things done. Hi ...
…
continue reading
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continue reading
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The Life of And podcast is for high-achieving women and working parents who are ready to stop living a life of “have to” and start designing a life they actually want. It’s a space where we talk honestly about the things we’re often afraid to admit — even to ourselves. The exhaustion. The ambition. The loneliness. The joy. The tension of wanting more without losing yourself in the process. If you’re in the thick of it — feeling stretched, tired, hopeful, driven — this is your invitation to t ...
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