Lex Fridman

Společnost

Věda a technika

Filosofie

Technika

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

Lex Fridman Podcast

Conversations about science, technology, history, philosophy and the nature of intelligence, consciousness, love, and power. Lex is an AI researcher at MIT and beyond.

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

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: <a href="https://athleticgreens.com/lex">https://athleticgreens.com/lex</a> and use code LEX to get 1 month of fish oil 
– Eight Sleep: <a href="https://www.eightsleep.com/lex">https://www.eightsleep.com/lex</a> and use code LEX to get special savings 
– MasterClass: <a href="https://masterclass.com/lex">https://masterclass.com/lex</a> to get 2 for price of 1 
– Cash App: <a href="https://cash.app/">https://cash.app/</a> and use code LexPodcast to get $10
EPISODE LINKS: 
Charles’s Twitter: <a href="https://twitter.com/isbellHFh">https://twitter.com/isbellHFh</a> 
Charles’s Website: <a href="https://www.cc.gatech.edu/~isbell/">https://www.cc.gatech.edu/~isbell/</a> 
Michael’s Twitter: <a href="https://twitter.com/mlittmancs">https://twitter.com/mlittmancs</a> 
Michael’s Website: <a href="https://www.littmania.com/">https://www.littmania.com/</a> 
Michael’s YouTube: <a href="https://www.youtube.com/user/mlittman">https://www.youtube.com/user/mlittman</a>
PODCAST INFO: 
Podcast website: <a href="https://lexfridman.com/podcast">https://lexfridman.com/podcast</a> 
Apple Podcasts: <a href="https://apple.co/2lwqZIr">https://apple.co/2lwqZIr</a> 
Spotify: <a href="https://spoti.fi/2nEwCF8">https://spoti.fi/2nEwCF8</a> 
RSS: <a href="https://lexfridman.com/feed/podcast/">https://lexfridman.com/feed/podcast/</a> 
YouTube Full Episodes: <a href="https://youtube.com/lexfridman">https://youtube.com/lexfridman</a> 
YouTube Clips: <a href="https://youtube.com/lexclips">https://youtube.com/lexclips</a>
SUPPORT & CONNECT: 
– Check out the sponsors above, it’s the best way to support this podcast 
– Support on Patreon: <a href="https://www.patreon.com/lexfridman">https://www.patreon.com/lexfridman</a> 
– Twitter: <a href="https://twitter.com/lexfridman">https://twitter.com/lexfridman</a> 
– Instagram: <a href="https://www.instagram.com/lexfridman">https://www.instagram.com/lexfridman</a> 
– LinkedIn: <a href="https://www.linkedin.com/in/lexfridman">https://www.linkedin.com/in/lexfridman</a> 
– Facebook: <a href="https://www.facebook.com/LexFridmanPage">https://www.facebook.com/LexFridmanPage</a> 
– Medium: <a href="https://medium.com/@lexfridman">https://medium.com/@lexfridman</a>
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

Aplikace Youradio Talk

Pro přehrání dalších podcastů se prosím registrujte.

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

Poslechněte si podcast