Charles Isbell and Michael Littman: Machine Learning and Education | Lex Fridman Podcast #148
发布时间 2020-12-27 01:06:27 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
PODCAST INFO:
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Clips playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOeciFP3CBCIEElOJeitOr41
OUTLINE:
0:00 - Introduction
2:27 - Is machine learning just statistics?
6:49 - NeurIPS vs ICML
9:05 - Data is more important than algorithm
14:49 - The role of hardship in education
23:33 - How Charles and Michael met
28:05 - Key to success: never be satisfied
31:23 - Bell Labs
42:50 - Teaching machine learning
53:01 - Westworld and Ex Machina
1:01:00 - Simulation
1:07:49 - The college experience in the times of COVID
1:36:27 - Advice for young people
1:43:19 - How to learn to program
1:54:43 - Friendship
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