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Training Highly Scalable Deep Recommender Systems on Databricks (Part 1)

September 4, 2024 by Rithwik Ediga Lakhamsani, Asfandyar Qureshi, Karan Jariwala, Lin Yuan, Lu Wang (Mosaic AI), Saaketh Narayan and Ning Wang in Generative AI
Recommender systems (RecSys) have become an integral part of modern digital experiences, powering personalized content suggestions across various platforms. These sophisticated systems and...

PyTorch on Databricks - Introducing the Spark PyTorch Distributor

April 20, 2023 by Brian Law and Rithwik Ediga Lakhamsani in Engineering Blog
Background and Motives Deep Learning algorithms are complex and time consuming to train, but are quickly moving from the lab to production because...