Data Science

Jun 08, 2025

AI Helps Locate Dangerous Fishing Nets Lost at Sea

Conservationists have launched a new AI tool that can sift through petabytes of underwater imaging from anywhere in the world to identify signs of abandoned or...
4 MIN READ
Picture of moss-covered trees in a forest.
Jun 05, 2025

Supercharge Tree-Based Model Inference with Forest Inference Library in NVIDIA cuML

Tree-ensemble models remain a go-to for tabular data because they're accurate, comparatively inexpensive to train, and fast. But deploying Python inference on...
11 MIN READ
A decorative image.
Jun 04, 2025

Floating-Point 8: An Introduction to Efficient, Lower-Precision AI Training

With the growth of large language models (LLMs), deep learning is advancing both model architecture design and computational efficiency. Mixed precision...
11 MIN READ
Jun 02, 2025

Supercharging Fraud Detection in Financial Services with Graph Neural Networks (Updated)

Note: This blog post was originally published on Oct. 28, 2024, but has been edited to reflect new updates. Fraud in financial services is a massive problem....
10 MIN READ
Illustration of text-to-SQL Inference.
May 30, 2025

Accelerating Text-to-SQL Inference on Vanna with NVIDIA NIM for Faster Analytics

Slow and inefficient query generation from natural language inputs bottlenecks decision-making. This forces analysts and business users to rely heavily on data...
8 MIN READ
An illustration for RAPIDS.
May 29, 2025

RAPIDS Brings Zero-Code-Change Acceleration, IO Performance Gains, and Out-of-Core XGBoost

Over the past two releases, RAPIDS introduced zero-code-change acceleration for Python machine learning, huge IO performance improvements, larger-than-memory...
10 MIN READ
May 22, 2025

Grandmaster Pro Tip: Winning First Place in a Kaggle Competition with Stacking Using cuML

What does it take to win a Kaggle competition in 2025? In the April Playground challenge, the goal was to predict how long users would listen to a podcast—and...
7 MIN READ
May 19, 2025

Spotlight: Atgenomix SeqsLab Scales Health Omics Analysis for Precision Medicine

In traditional clinical medical practice, treatment decisions are often based on general guidelines, past experiences, and trial-and-error approaches. Today,...
9 MIN READ
An image of NYC taxis.
May 15, 2025

Simplify Setup and Boost Data Science in the Cloud using NVIDIA CUDA-X and Coiled

Imagine analyzing millions of NYC ride-share journeys—tracking patterns across boroughs, comparing service pricing, or identifying profitable pickup...
10 MIN READ
May 15, 2025

Predicting Performance on Apache Spark with GPUs

The world of big data analytics is constantly seeking ways to accelerate processing and reduce infrastructure costs. Apache Spark has become a leading platform...
9 MIN READ
A drawing of a person holding a phone, with a callout of the phone screen and chat bubbles.
May 15, 2025

Accelerating Embedding Lookups with cuEmbed

NVIDIA recently released cuEmbed, a high-performance, header-only CUDA library that accelerates embedding lookups on NVIDIA GPUs. If you're building...
8 MIN READ
May 08, 2025

Accelerate Deep Learning and LLM Inference with Apache Spark in the Cloud

Apache Spark is an industry-leading platform for big data processing and analytics. With the increasing prevalence of unstructured data—documents, emails,...
10 MIN READ
May 08, 2025

Spotlight: Accelerating the Discovery of New Battery Materials with SES AI's Molecular Universe

From the Stone Age to the digital era, materials have been the foundation of our civilization across all epochs. Today, finding new materials leads to progress...
7 MIN READ
May 07, 2025

Building Nemotron-CC, A High-Quality Trillion Token Dataset for LLM Pretraining from Common Crawl Using NVIDIA NeMo Curator

Curating high-quality pretraining datasets is critical for enterprise developers aiming to train state-of-the-art large language models (LLMs). To enable...
7 MIN READ
May 07, 2025

Using Python to Automate 3D Workflows with OpenUSD 

Universal Scene Description (OpenUSD) offers a powerful, open, and extensible ecosystem for describing, composing, simulating, and collaborating within complex...
7 MIN READ
May 02, 2025

An Even Easier Introduction to CUDA (Updated)

Note: This blog post was originally published on Jan 25, 2017, but has been edited to reflect new updates. This post is a super simple introduction to CUDA, the...
16 MIN READ