Data Science

Nov 04, 2024

Discover New Biological Insights with Accelerated Pangenome Alignment in NVIDIA Parabricks

NVIDIA Parabricks is a scalable genomics analysis software suite that solves omics challenges with accelerated computing and deep learning to unlock new...
8 MIN READ
Nov 04, 2024

Frictionless Collaboration and Rapid Prototyping in Hybrid Environments with NVIDIA AI Workbench

NVIDIA AI Workbench is a free development environment manager that streamlines data science, AI, and machine learning (ML) projects on systems of choice. The...
10 MIN READ
Workflow diagram for disaggregating data into clusters and running in batches and merging.
Oct 31, 2024

Even Faster and More Scalable UMAP on the GPU with RAPIDS cuML

UMAP is a popular dimension reduction algorithm used in fields like bioinformatics, NLP topic modeling, and ML preprocessing. It works by creating a k-nearest...
12 MIN READ
A slide of breast cancer cells.
Oct 31, 2024

Deep Learning AI Model Identifies Breast Cancer Spread without Surgery

A new deep learning model could reduce the need for surgery when diagnosing whether cancer cells are spreading, including to nearby lymph nodes—also known as...
4 MIN READ
Oct 28, 2024

Supercharging Fraud Detection in Financial Services with Graph Neural Networks

Fraud in financial services is a massive problem. According to NASDAQ, in 2023, banks faced $442 billion in projected losses from payments, checks, and credit...
9 MIN READ
Oct 24, 2024

Bridging the CUDA C++ Ecosystem and Python Developers with Numbast

By enabling CUDA kernels to be written in Python similar to how they can be implemented within C++, Numba bridges the gap between the Python ecosystem and the...
8 MIN READ
Illustration representing drug discovery.
Oct 23, 2024

Optimizing Drug Discovery with CUDA Graphs, Coroutines, and GPU Workflows

Pharmaceutical research demands fast, efficient simulations to predict how molecules interact, speeding up drug discovery. Jiqun Tu, a senior developer...
2 MIN READ
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Oct 22, 2024

NetworkX Introduces Zero Code Change Acceleration Using NVIDIA cuGraph

NetworkX accelerated by NVIDIA cuGraph is a newly released backend co-developed with the NetworkX team. NVIDIA cuGraph provides GPU acceleration for popular...
7 MIN READ
A GIF of a hurricane forecast.
Oct 21, 2024

AI Accurately Forecasts Extreme Weather Up to 23 Days Ahead

New research from the University of Washington is refining AI weather models using deep learning for more accurate predictions and longer-term forecasts. The...
3 MIN READ
Oct 16, 2024

Scale High-Performance AI Inference with Google Kubernetes Engine and NVIDIA NIM

The rapid evolution of AI models has driven the need for more efficient and scalable inferencing solutions. As organizations strive to harness the power of AI,...
7 MIN READ
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Oct 15, 2024

Train Highly Accurate LLMs with the Zyda-2 Open 5T-Token Dataset Processed with NVIDIA NeMo Curator

Open-source datasets have significantly democratized access to high-quality data, lowering the barriers of entry for developers and researchers to train...
5 MIN READ
A close-up image of an electric vehicle charging.
Oct 14, 2024

AI Research Revs Up EV Charging for Large-Scale Optimization, Speed, and Savings

Electric vehicle (EV) charging is getting a jolt with an innovative new AI algorithm that boosts efficiency, reduces cost, and keeps the grid from...
4 MIN READ
Decorative image of Earth with light shining from above.
Oct 08, 2024

Accelerate Large Linear Programming Problems with NVIDIA cuOpt

The evolution of linear programming (LP) solvers has been marked by significant milestones over the past century, from Simplex to the interior point method...
10 MIN READ
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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
NVIDIA NeMo Curator icon on a purple background.
Oct 04, 2024

Just Released: NVIDIA NeMo Curator Improvements for Accelerating Data Curation

NeMo Curator now supports images, enabling you to process data for training accurate generative AI models.
1 MIN READ
Oct 03, 2024

Event: Community Over Code

Learn about accelerating vector search with NVIDIA cuVS and Apache Solr on October 10 at Community Over Code.
1 MIN READ