Infinite Curiosity Pod with Prateek Joshi
Infinite Curiosity Pod with Prateek Joshi
Prateek Joshi
Algorithmic Data Curation
41 minutes Posted Feb 26, 2024 at 3:00 pm.
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.
Data Curation and its Importance
Assessing Data Quality
Challenges in Data Curation
Types of Data to Remove
Relationship Between Data Size and Model Size
Choosing the Optimal Subset of Data
The Future of Data Curation
Impact on Data Management Service Providers
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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 RoundAri'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