Lex Fridman Podcast

#148 – Charles Isbell and Michael Littman: Machine Learning and Education

12.26.2020 - By Lex FridmanPlay

Download our free app to listen on your phone

Download on the App StoreGet it on Google Play

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:

- Athletic Greens: https://athleticgreens.com/lex and use code LEX to get 1 month of fish oil

- Eight Sleep: https://www.eightsleep.com/lex and use code LEX to get special savings

- MasterClass: https://masterclass.com/lex to get 2 for price of 1

- Cash App: https://cash.app/ and use code LexPodcast to get $10

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:

Podcast website: https://lexfridman.com/podcast

Apple Podcasts: https://apple.co/2lwqZIr

Spotify: https://spoti.fi/2nEwCF8

RSS: https://lexfridman.com/feed/podcast/

YouTube Full Episodes: https://youtube.com/lexfridman

YouTube Clips: https://youtube.com/lexclips

SUPPORT & CONNECT:

- Check out the sponsors above, it's the best way to support this podcast

- Support on Patreon: https://www.patreon.com/lexfridman

- Twitter: https://twitter.com/lexfridman

- Instagram: https://www.instagram.com/lexfridman

- LinkedIn: https://www.linkedin.com/in/lexfridman

- Facebook: https://www.facebook.com/LexFridmanPage

- Medium: https://medium.com/@lexfridman

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

More episodes from Lex Fridman Podcast