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

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

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

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

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

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