RAPIDS
May 14, 2024
RAPIDS on Databricks: A Guide to GPU-Accelerated Data Processing
In today's data-driven landscape, maximizing performance and efficiency in data processing and analytics is critical. While many Databricks users are familiar...
10 MIN READ
May 14, 2024
RAPIDS cuDF Instantly Accelerates pandas up to 50x on Google Colab
At Google I/O'24, Laurence Moroney, head of AI Advocacy at Google, announced that RAPIDS cuDF is now integrated into Google Colab. Developers can now instantly...
3 MIN READ
May 09, 2024
Revolutionizing Graph Analytics: Next-Gen Architecture with NVIDIA cuGraph Acceleration
In our previous exploration of graph analytics, we uncovered the transformative power of GPU-CPU fusion using NVIDIA cuGraph. Building upon those insights, we...
9 MIN READ
May 07, 2024
NVIDIA GTC Training Labs On Demand Available Now
Missed GTC or want to replay your favorite training labs? Find it on demand with the NVIDIA GTC Training Labs playlist.
1 MIN READ
Apr 29, 2024
Top Data Science Sessions from NVIDIA GTC 2024 Now Available On Demand
At GTC 2024, experts from NVIDIA and our partners shared insights about GPU-accelerated tools, optimizations, and best practices for data scientists. From the...
2 MIN READ
Apr 17, 2024
Advancing Medical Image Decoding with GPU-Accelerated nvImageCodec
This post delves into the capabilities of decoding DICOM medical images within AWS HealthImaging using the nvJPEG2000 library. We'll guide you through the...
16 MIN READ
Mar 27, 2024
New Self-Paced Course: Accelerate Data Science Workflows with Zero Code Changes
Learn how to use RAPIDS to speed up your CPU-based data science workflows.
1 MIN READ
Mar 19, 2024
Boost Multi-Omics Analysis with GPU-Acceleration and Generative AI
NVIDIA Parabricks v4.3 was released at NVIDIA GTC 2024, introducing new tooling and workflows that bring acceleration and the latest AI techniques to multiple...
7 MIN READ
Mar 18, 2024
How to Take a RAG Application from Pilot to Production in Four Steps
Generative AI has the potential to transform every industry. Human workers are already using large language models (LLMs) to explain, reason about, and solve...
9 MIN READ
Mar 18, 2024
RAPIDS cuDF Accelerates pandas Nearly 150x with Zero Code Changes
At NVIDIA GTC 2024, it was announced that RAPIDS cuDF can now bring GPU acceleration to 9.5M million pandas users without requiring them to change their code....
5 MIN READ
Mar 08, 2024
Optimizing Memory and Retrieval for Graph Neural Networks with WholeGraph, Part 1
Graph neural networks (GNNs) have revolutionized machine learning for graph-structured data. Unlike traditional neural networks, GNNs are good at capturing...
9 MIN READ
Jan 04, 2024
Accelerating Inference on End-to-End Workflows with H2O.ai and NVIDIA
Data scientists are combining generative AI and predictive analytics to build the next generation of AI applications. In financial services, AI modeling and...
14 MIN READ
Dec 15, 2023
Streamline ETL Workflows with Nested Data Types in RAPIDS libcudf
Nested data types are a convenient way to represent hierarchical relationships within columnar data. They are frequently used as part of extract, transform,...
10 MIN READ
Nov 29, 2023
Streamline Job Initialization and CPU-Based Tasks with NVIDIA Base Command Platform
NVIDIA Base Command Platform software service offers increasingly streamlined workflows for accelerating AI development. This post explains several recently...
4 MIN READ
Nov 09, 2023
Accelerating Neurosymbolic AI with RAPIDS and Prometheux Vadalog Parallel
As the scale of available data continues to grow, so does the need for scalable and intelligent data processing systems to swiftly harness useful knowledge....
11 MIN READ
Nov 08, 2023
Accelerating NetworkX on NVIDIA GPUs for High Performance Graph Analytics
NetworkX states in its documentation that it is “…a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of...
12 MIN READ