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#224 – Travis Oliphant: NumPy, SciPy, Anaconda, Python & Scientific Programming

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.

Travis Oliphant is a data scientist, entrepreneur, and creator of NumPy, SciPy, and Anaconda. Please support this podcast by checking out our sponsors:
- Novo: https://banknovo.com/lex
- Allform: https://allform.com/lex to get 20% off
- Onnit: https://lexfridman.com/onnit to get up to 10% off
- Athletic Greens: https://athleticgreens.com/lex and use code LEX to get 1 month of fish oil
- Blinkist: https://blinkist.com/lex and use code LEX to get 25% off premium

EPISODE LINKS:
Travis's Twitter: https://twitter.com/teoliphant
Travis's Wiki Page: https://en.wikipedia.org/wiki/Travis_Oliphant
NumPy: https://numpy.org/
SciPy: https://scipy.org/about.html
Anaconda: https://www.anaconda.com/products/individual
Quansight: https://www.quansight.com

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/lexfridman
- 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
(07:06) - Early programming
(28:47) - SciPy
(45:41) - Open source
(57:23) - NumPy
(1:34:39) - Guido van Rossum
(1:46:57) - Efficiency
(1:55:49) - Objects
(2:02:47) - Numba
(2:11:53) - Anaconda
(2:16:20) - Conda
(2:31:56) - Quansight Labs
(2:35:32) - OpenTeams
(2:43:05) - GitHub
(2:48:35) - Marketing
(2:53:13) - Great programming
(3:04:03) - Hiring
(3:08:01) - Advice for young people

Travis Oliphant is a data scientist, entrepreneur, and creator of NumPy, SciPy, and Anaconda. Please support this podcast by checking out our sponsors: 
– Novo: <a href="https://banknovo.com/lex">https://banknovo.com/lex</a> 
– Allform: <a href="https://allform.com/lex">https://allform.com/lex</a> to get 20% off 
– Onnit: <a href="https://lexfridman.com/onnit">https://lexfridman.com/onnit</a> to get up to 10% off 
– Athletic Greens: <a href="https://athleticgreens.com/lex">https://athleticgreens.com/lex</a> and use code LEX to get 1 month of fish oil 
– Blinkist: <a href="https://blinkist.com/lex">https://blinkist.com/lex</a> and use code LEX to get 25% off premium
EPISODE LINKS: 
Travis’s Twitter: <a href="https://twitter.com/teoliphant">https://twitter.com/teoliphant</a> 
Travis’s Wiki Page: <a href="https://en.wikipedia.org/wiki/Travis_Oliphant">https://en.wikipedia.org/wiki/Travis_Oliphant</a> 
NumPy: <a href="https://numpy.org/">https://numpy.org/</a> 
SciPy: <a href="https://scipy.org/about.html">https://scipy.org/about.html</a> 
Anaconda: <a href="https://www.anaconda.com/products/individual">https://www.anaconda.com/products/individual</a> 
Quansight: <a href="https://www.quansight.com">https://www.quansight.com</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/lexfridman">https://www.facebook.com/lexfridman</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 
(07:06) – Early programming 
(28:47) – SciPy 
(45:41) – Open source 
(57:23) – NumPy 
(1:34:39) – Guido van Rossum 
(1:46:57) – Efficiency 
(1:55:49) – Objects 
(2:02:47) – Numba 
(2:11:53) – Anaconda 
(2:16:20) – Conda 
(2:31:56) – Quansight Labs 
(2:35:32) – OpenTeams 
(2:43:05) – GitHub 
(2:48:35) – Marketing 
(2:53:13) – Great programming 
(3:04:03) – Hiring 
(3:08:01) – Advice for young people

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#224 – Travis Oliphant: NumPy, SciPy, Anaconda, Python & Scientific Programming

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