#148 – Charles Isbell and Michael Littman: Machine Learning and Education
发布时间 2020-12-26 17:05:48 来源
摘要
Charles Isbell is the Dean of the College of Computing at Georgia Tech. Michael Littman is a computer scientist at Brown University. Please support this podcast by checking out our sponsors:
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EPISODE LINKS:
Charles's Twitter: https://twitter.com/isbellHFh
Charles's Website: https://www.cc.gatech.edu/~isbell/
Michael's Twitter: https://twitter.com/mlittmancs
Michael's Website: https://www.littmania.com/
Michael's YouTube: https://www.youtube.com/user/mlittman
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OUTLINE:
Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.
(00:00) - Introduction
(07:51) - Is machine learning just statistics?
(12:14) - NeurIPS vs ICML
(14:30) - Data is more important than algorithm
(20:14) - The role of hardship in education
(28:57) - How Charles and Michael met
(33:30) - Key to success: never be satisfied
(36:47) - Bell Labs
(48:15) - Teaching machine learning
(58:25) - Westworld and Ex Machina
(1:06:24) - Simulation
(1:13:14) - The college experience in the times of COVID
(1:41:52) - Advice for young people
(1:48:44) - How to learn to program
(2:00:07) - Friendship
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