Developer Blog: Accelerating Single Cell Genomic Analysis using RAPIDS
RAPIDS makes it possible to perform interactive data analysis on large datasets using Python APIs that closely resemble NumPy, Pandas, and scikit-learn. … Read more
Category Archives: Data Science
GTC Data Science Presentations
Attend live events in the time zone that works best for you, or browse an extensive catalog of on-demand content showcasing innovative uses of GPU technology. Here’s a preview of some of the data science sessions we’re working on for GTC. … Read more
An Interactive 2010 Census Plotly-dash Visualization Accelerated By RAPIDS
The COVID-19 pandemic brings the efforts of the data science community to the forefront. Real-time, interactive visualizations of the novel coronavirus’ spread across populations help researchers, scientists, health officials and governments understand, validate, and communicate important insights hidden among hundreds of millions of rows of records. … Read more
Build and Deploy AI, HPC, and Data Analytics Software Faster Using NGC
We have recently added new containers, models and resources to the NGC catalog. Here are a few highlights. … Read more
Speedup End-to-End Vision AI Using Transfer Learning Toolkit 2.0 & DeepStream SDK 5.0
We’ve added major features and enhancements requested by our developer community for the production release of our Vision AI software suite: Transfer Learning Toolkit 2.0 and DeepStream SDK 5.0. Here is an overview of key features available. … Read more
Developer Blog: Introducing NVIDIA Merlin HugeCTR
In this post, we introduce HugeCTR, a GPU-accelerated training framework for CTR estimation. It is open-sourced and highly optimized for performance on NVIDIA GPUs while allowing users to customize their models in JSON format. … Read more
University of Florida Launches AI Partnership with NVIDIA
The University of Florida recently announced a $70 million public-private partnership with NVIDIA that will provide students, faculty, and researchers access to the most powerful AI training and tools. … Read more
Developer Blog: Accelerating Apache Spark 3.0 with GPUs and RAPIDS
In this post, the team shows how the new RAPIDS Accelerator for Apache Spark enables GPU acceleration of end-to-end data analytic pipelines, Spark SQL operations, and Spark shuffle operations. … Read more
New DLI Hands-On Course Shows How to Optimize and Deploy TensorFlow Models with NVIDIA TensorRT
The NVIDIA Deep Learning Institute (DLI) offers hands-on training in AI, accelerated computing, and accelerated data science. … Read more
Developer Blog: 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 engagement on many online platforms. … Read more