RAPIDS

Sep 06, 2023

GPUs for ETL? Optimizing ETL Architecture for Apache Spark SQL Operations

Extract-transform-load (ETL) operations with GPUs using the NVIDIA RAPIDS Accelerator for Apache Spark running on large-scale data can produce both cost savings...

8 MIN READ

Jul 13, 2023

Whole Slide Image Analysis in Real Time with MONAI and RAPIDS

Digital pathology slide scanners generate massive images. Glass slides are routinely scanned at 40x magnification, resulting in gigapixel images. Compression...

10 MIN READ

Jul 11, 2023

Accelerated Data Analytics: A Guide to Data Visualization with RAPIDS

Visualization brings data to life, unveiling hidden patterns and insights through accessible visuals, and empowering you and your organization to perceive the...

10 MIN READ

Jul 11, 2023

Accelerated Data Analytics: Machine Learning with GPU-Accelerated Pandas and Scikit-learn

If you are looking to take your machine learning (ML) projects to new levels of speed and scalability, GPU-accelerated data analytics can help you deliver...

13 MIN READ

Jun 27, 2023

GPU-Accelerated Single-Cell RNA Analysis with RAPIDS-singlecell

Single-cell sequencing has become one of the most prominent technologies used in biomedical research. Its ability to decipher changes in the transcriptome and...

13 MIN READ

May 19, 2023

Limit Order Book Dataset Generation for Accelerated Short-Term Price Prediction with RAPIDS

In the high-frequency trading world, thousands of market participants interact daily. In fact, high-frequency trading accounts for more than half of the US...

9 MIN READ

May 09, 2023

NVIDIA On-Demand: RAPIDS Sessions from GTC 2023

Get the latest best practices about how to accelerate your data science projects with RAPIDS.

1 MIN READ

Promo card for AMA with two people in a conversation.

Apr 06, 2023

Ask Me Anything: Experts Answer Your NVIDIA cuGraph Questions Live

Join us April 12 and ask experts about NVIDIA cuGraph with added support for GNN, accelerated aggregators, models, and extensions to DGL and PyG.

1 MIN READ

Apr 04, 2023

Topic Modeling and Image Classification with Dataiku and NVIDIA Data Science

The Dataiku platform for everyday AI simplifies deep learning. Use cases are far-reaching, from image classification to object detection and natural language...

11 MIN READ

Composite image of computational AI designs.

Mar 22, 2023

SDKs Accelerating Industry 5.0, Data Pipelines, Computational Science, and More Featured at NVIDIA GTC 2023

At NVIDIA GTC 2023, NVIDIA unveiled notable updates to its suite of NVIDIA AI software for developers to accelerate computing. The updates reduce costs in...

10 MIN READ

Computer art of squares on a dark background, with light coming from one side.

Mar 22, 2023

Reusable Computational Patterns for Machine Learning and Data Analytics with RAPIDS RAFT

RAPIDS is a suite of accelerated libraries for data science and machine learning on GPUs: cuDF for pandas-like data structures, cuGraph for graph data, and cuML...

11 MIN READ

An illustration of production AI workflow applications such as video conferencing, computer vision, and robotics.

Mar 21, 2023

Catapulting Enterprises to the Leading Edge of AI with NVIDIA AI Enterprise 3.1

Generative AI has marked an important milestone in the AI revolution journey. We are at a fundamental breaking point where enterprises are not only getting...

4 MIN READ

Mar 15, 2023

Smarter Retail Data Analytics with GPU Accelerated Apache Spark Workloads on Google Cloud Dataproc

A retailer's supply chain includes the sourcing of raw materials or finished goods from suppliers; storing them in warehouses or distribution centers; and...

13 MIN READ

Mar 14, 2023

Accelerated Data Analytics: Speed Up Data Exploration with RAPIDS cuDF

This post is part of a series on accelerated data analytics. Digital advancements in climate modeling, healthcare, finance, and retail are generating...

11 MIN READ

An inforgraphic map of the United States with red and blue vertical bars rising from various areas of the map.

Feb 24, 2023

Top Data Science Sessions at NVIDIA GTC 2023

Learn about the latest AI and data science breakthroughs from leading data science teams at NVIDIA GTC 2023.

1 MIN READ

Feb 09, 2023

GPU-Accelerated JSON Data Processing with RAPIDS

JSON is a widely adopted format for text-based information working interoperably between systems, most commonly in web applications. While the JSON format is...

8 MIN READ