Jean-Francois Puget – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-10-28T19:15:46Z http://www.open-lab.net/blog/feed/ Jean-Francois Puget <![CDATA[Competition and Community Insights from NVIDIA��s Kaggle Grandmasters]]> http://www.open-lab.net/blog/?p=37814 2022-08-21T23:52:43Z 2021-09-23T17:00:00Z In this post, we summarize questions and answers from GTC sessions with NVIDIA��s Kaggle Grandmaster team.  Additionally, we answer audience questions we...]]>

In this post, we summarize questions and answers from GTC sessions with NVIDIA’s Kaggle Grandmaster team. Additionally, we answer audience questions we did not get a chance during these sessions. Ahmet: I read the competition description and evaluation metric. Then I give myself several days to think about if I have any novel ideas that I can try on. If I do not have any interesting…

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Jean-Francois Puget <![CDATA[How to Build a Winning Deep Learning Powered Recommender System-Part 3]]> http://www.open-lab.net/blog/?p=31268 2024-10-28T19:15:46Z 2021-05-06T18:00:00Z Recommender systems (RecSys) have become a key component in many online services, such as e-commerce, social media, news service, or online video streaming....]]>

Recommender systems (RecSys) have become a key component in many online services, such as e-commerce, social media, news service, or online video streaming. However with the growth in importance, the growth in scale of industry datasets, and more sophisticated models, the bar has been raised for computational resources required for recommendation systems. To meet the computational demands…

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