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Kandungan disediakan oleh Prateek Joshi. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Prateek Joshi atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.
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Algorithmic Data Curation

41:10
 
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Manage episode 402845090 series 3370867
Kandungan disediakan oleh Prateek Joshi. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Prateek Joshi atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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

  continue reading

190 episod

Artwork
iconKongsi
 
Manage episode 402845090 series 3370867
Kandungan disediakan oleh Prateek Joshi. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Prateek Joshi atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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

  continue reading

190 episod

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