cuDF
Oct 08, 2024
NVIDIA CUDA-X Now Accelerates the Polars Data Processing Library
Polars, one of the fastest-growing data analytics tools, has just crossed 9M monthly downloads. As a modern DataFrame library, it is designed for efficiently...
3 MIN READ
Sep 17, 2024
Polars GPU Engine Powered by RAPIDS cuDF Now Available in Open Beta
Today, Polars released a new GPU engine powered by RAPIDS cuDF that accelerates Polars workflows up to 13x on NVIDIA GPUs, allowing data scientists to process...
4 MIN READ
Sep 11, 2024
Scaling Up to One Billion Rows of Data in pandas using RAPIDS cuDF
The One Billion Row Challenge is a fun benchmark to showcase basic data processing operations. It was originally launched as a pure-Java competition, and has...
11 MIN READ
Sep 04, 2024
Hands-On Training at NVIDIA AI Summit in Washington, DC
Immerse yourself in NVIDIA technology with our full-day, hands-on technical workshops at our AI Summit in Washington D.C. on October 7, 2024.
1 MIN READ
Aug 30, 2024
Accelerating Predictive Maintenance in Manufacturing with RAPIDS AI
The International Society of Automation (ISA) reports that 5% of plant production is lost annually due to downtime. Putting that into a different context,...
12 MIN READ
Aug 29, 2024
Just Released: RAPIDS 24.08
RAPIDS 24.08 is now available with significant updates geared towards processing larger workloads and seamless CPU/GPU interoperability.
1 MIN READ
Aug 21, 2024
Build Efficient Recommender Systems with Co-Visitation Matrices and RAPIDS cuDF
Recommender systems play a crucial role in personalizing user experiences across various platforms. These systems are designed to predict and suggest items that...
12 MIN READ
Aug 09, 2024
RAPIDS cuDF Unified Memory Accelerates pandas up to 30x on Large Datasets
NVIDIA has released RAPIDS cuDF unified memory and text data processing features that help data scientists continue to use pandas when working with larger and...
6 MIN READ
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
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
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
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
Aug 30, 2023
Workshop: Enhancing Data Science Outcomes with Efficient Workflows
Learn to create an end-to-end machine learning pipeline for large datasets with this virtual, hands-on workshop.
1 MIN READ
Aug 23, 2023
ICYMI: Utilizing GPUs for Machine Learning with RAPIDS
Delve into how TMA Solutions is accelerating original ML and AI workflows with RAPIDS.
1 MIN READ
Aug 04, 2023
ICYMI: Unlocking the Power of GPU-Accelerated DataFrames in Python
Read this tutorial on how to tap into GPUs by importing cuDF instead of pandas–with only a few code changes.
1 MIN READ