RAPIDS

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: Accelerated Data Analytics: Faster Time Series Analysis with RAPIDS cuDF walks you through the...
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

Feb 08, 2023
Categorical Features in XGBoost Without Manual Encoding
XGBoost is a decision-tree–based, ensemble machine learning algorithm based on gradient boosting. However, until recently, it didn’t natively support...
5 MIN READ

Dec 14, 2022
Saving Apache Spark Big Data Processing Costs on Google Cloud Dataproc
According to IDC, the volume of data generated each year is growing exponentially. IDC’s Global DataSphere projects that the world will generate 221 ZB...
8 MIN READ

Dec 06, 2022
Faster HDBSCAN Soft Clustering with RAPIDS cuML
HDBSCAN is a state-of-the-art, density-based clustering algorithm that has become popular in domains as varied as topic modeling, genomics, and geospatial...
9 MIN READ

Oct 19, 2022
Achieving 100x Faster Single-Cell Modality Prediction with NVIDIA RAPIDS cuML
Single-cell measurement technologies have advanced rapidly, revolutionizing the life sciences. We have scaled from measuring dozens to millions of cells and...
8 MIN READ

Oct 17, 2022
Mastering String Transformations in RAPIDS libcudf
Efficient processing of string data is vital for many data science applications. To extract valuable information from string data, RAPIDS libcudf provides...
17 MIN READ