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Chai Time Data Science

145 EpisodesProduced by Sanyam BhutaniWebsite

Chai Time Data Science show is a series where Sanyam Bhutani interviews his Data Science Heroes: Practitioners, Kagglers & Researchers about all things Data Science

1:23:08

ACM RecSys Winning Solution: Benedikt Schifferer, Bo Liu, Chris Deotte, Even Oldridge #136

Video Version: https://youtu.be/W3aWEXqIkWk


Blog Overview: http://sanyambhutani.com/interview-with-the-nvidia-acm-recsys-2021-winning-team


Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani


In this Episode, Sanyam Bhutani interviews a panel from the ACM RecSys Winning competition team at NVIDIA.

They explain why are RecSys systems such a hard problem, how can GPUs accelerate these, how do we productize such solutions.

The team also does a ground basic to a complete overview of their solution. They understand the team's approaches to the problem, how did they arrive at the solution, and the tricks that they discovered and very generously shared in this interview


Links:


Interview with Even Oldridge: https://youtu.be/-WzXIV8P_Jk


Interview with Chris Deotte: https://youtu.be/QGCvycOXs2M


Open Source Solution: https://github.com/NVIDIA-Merlin/competitions/tree/main/RecSys2021_Challenge


Paper Link: https://github.com/NVIDIA-Merlin/competitions/blob/main/RecSys2021_Challenge/GPU-Accelerated-Boosted-Trees-and-Deep-Neural-Networks-for-Better-Recommender-Systems.pdf


Follow:


Benedikt Schifferer:

Linkedin: https://www.linkedin.com/in/benedikt-schifferer/


Bo Liu:

Twitter: https://twitter.com/boliu0

Kaggle: https://www.kaggle.com/boliu0


Chris Deotte:

Twitter: https://twitter.com/ChrisDeotte

Kaggle: https://www.kaggle.com/cdeotte


Even Oldridge

Twitter: https://twitter.com/even_oldridge

Linkedin: https://www.linkedin.com/in/even-oldridge/


Sanyam Bhutani:

https://twitter.com/bhutanisanyam1

Blog: sanyambhutani.com


About:

https://sanyambhutani.com/tag/chaitimedatascience/

A show for Interviews with Practitioners, Kagglers & Researchers, and all things Data Science hosted by Sanyam Bhutani. 

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