DEVELOPER BLOG

Category: Data Science

Data Science

Run State of the Art NLP Workloads at Scale with RAPIDS, HuggingFace, and Dask

Modern natural language processing (NLP) mixes modeling, feature engineering, and general text processing. Deep learning NLP models can provide fantastic… 6 MIN READ
Data Science

How to Build a Winning Deep Learning Powered Recommender System-Part 3

Recommender systems (RecSys) have become a key component in many online services, such as e-commerce, social media, news service, or online video streaming. 21 MIN READ
Data Science

NVIDIA Merlin Latest Enhancements Streamlines Recommender Workflows with .5 Release

The latest Merlin .5 update includes a data generator for training, multi-GPU dataloader, and initial support for session-based recommenders. 3 MIN READ
Data Science

Delivering fast recommendations from Google Analytics 360 SQL Knowledge Graph with RAPIDS cuGraph

In this second part of our blog series, we take a deep dive into RAPIDS cuGraph, a collection of powerful graph algorithms implemented over NVIDIA GPUs. 14 MIN READ
Data Science

MLOps Made Simple & Cost Effective with Google Kubernetes Engine and NVIDIA A100 Multi-Instance GPUs

Google Cloud and NVIDIA collaborated to make MLOps simple, powerful, and cost-effective by bringing together the solution elements to build… 5 MIN READ
Data Science

How to Build a Deep Learning Powered Recommender System - RecSys Series Part 2

This is the second of a three-part series that gives an overview of the NVIDIA team’s first-place solution for the booking.com challenge. 15 MIN READ