Tag: recommender systems

AI / Deep Learning

Accelerating Recommender Systems Training with NVIDIA Merlin Open Beta

NVIDIA Merlin is an open beta application framework and ecosystem that enables the end-to-end development of recommender systems, from data preprocessing to… 9 MIN READ
AI / Deep Learning

Announcing the NVIDIA NVTabular Open Beta with Multi-GPU Support and New Data Loaders

Recently, NVIDIA CEO Jensen Huang announced updates to the open beta of NVIDIA Merlin, an end-to-end framework that democratizes the development of large-scale… 12 MIN READ
AI / Deep Learning

Introducing NVIDIA Merlin HugeCTR: A Training Framework Dedicated to Recommender Systems

Click-through rate (CTR) estimation is one of the most critical components of modern recommender systems. As the volume of data and its complexity grow rapidly… 14 MIN READ
AI / Deep Learning

Accelerating ETL for Recommender Systems on NVIDIA GPUs with NVTabular

Recommender systems are ubiquitous in online platforms, helping users navigate through an exponentially growing number of goods and services. 11 MIN READ
AI / Deep Learning

Optimizing the Deep Learning Recommendation Model on NVIDIA GPUs

Recommender systems help people find what they’re looking for among an exponentially growing number of options. They are a critical component for driving user… 16 MIN READ
AI / Deep Learning

Announcing NVIDIA Merlin: An Application Framework for Deep Recommender Systems

Recommender systems drive every action that you take online, from the selection of this web page that you’re reading now to more obvious examples like online… 17 MIN READ