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Algorithmic Data Curation
Manage episode 402845090 series 3370867
Content provided by Prateek Joshi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Prateek Joshi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Ari Morcos is the cofounder and CEO of Datology, an automated data curation platform. He was previously an AI research scientist at Meta and DeepMind. He has a PhD in neuroscience from Harvard.
(00:07) Data Curation and its Importance
(03:29) Assessing Data Quality
(06:50) Challenges in Data Curation
(13:27) Types of Data to Remove
(19:33) Relationship Between Data Size and Model Size
(23:22) Choosing the Optimal Subset of Data
(26:23) The Future of Data Curation
(31:29) Impact on Data Management Service Providers
(36:19) Rapid Fire Round
Ari's favorite books:
- The Making of the Atomic Bomb (Author: Richard Rhodes)
- The Cosmere Series (Author: Brandon Sanderson)
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
149 episodes
Share
Manage episode 402845090 series 3370867
Content provided by Prateek Joshi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Prateek Joshi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Ari Morcos is the cofounder and CEO of Datology, an automated data curation platform. He was previously an AI research scientist at Meta and DeepMind. He has a PhD in neuroscience from Harvard.
(00:07) Data Curation and its Importance
(03:29) Assessing Data Quality
(06:50) Challenges in Data Curation
(13:27) Types of Data to Remove
(19:33) Relationship Between Data Size and Model Size
(23:22) Choosing the Optimal Subset of Data
(26:23) The Future of Data Curation
(31:29) Impact on Data Management Service Providers
(36:19) Rapid Fire Round
Ari's favorite books:
- The Making of the Atomic Bomb (Author: Richard Rhodes)
- The Cosmere Series (Author: Brandon Sanderson)
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
149 episodes
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Similar to Infinite ML with Prateek Joshi
BBC Radio 5 live’s award winning gaming podcast, discussing the world of video games and games culture.
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continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
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A podcast featuring panelists of engineers from Netflix, Twitch, & Atlassian talking over drinks about all things software engineering.
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…
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The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
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Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
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Three nerds discussing tech, Apple, programming, and loosely related matters.
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Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Marc Fennell and a team of people far smarter than him (his words, not ours) take a fun deep dive into how technology is reshaping our lives.
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