Accelerating ETL for Recommender Systems on NVIDIA GPUs with NVTabular

Originally published at: https://developer.nvidia.com/blog/accelerating-etl-for-recsys-on-gpus-with-nvtabular/

Recommender systems are ubiquitous in online platforms, helping users navigate through an exponentially growing number of goods and services. These models are key in driving user engagement. With the rapid growth in scale of industry datasets, deep learning (DL) recommender models have started to gain advantages over traditional methods by capitalizing on large amounts of…