Data Science

Jul 03, 2025

RAPIDS Adds GPU Polars Streaming, a Unified GNN API, and Zero-Code ML Speedups

RAPIDS, a suite of NVIDIA CUDA-X libraries for Python data science, released version 25.06, introducing exciting new features. These include a Polars GPU...

6 MIN READ

Jul 01, 2025

Per-Tensor and Per-Block Scaling Strategies for Effective FP8 Training

In this blog post, we’ll break down the main FP8 scaling strategies—per-tensor scaling, delayed and current scaling, and per-block scaling (including the...

10 MIN READ

Jun 30, 2025

NVIDIA NeMo Retriever Scores First Place for Visual Retrieval

NeMo Retriever tops several visual document retrieval leaderboards, setting new standards for RAG apps.

1 MIN READ

Jun 27, 2025

How to Work with Data Exceeding VRAM in the Polars GPU Engine

In high-stakes fields such as quant finance, algorithmic trading, and fraud detection, data practitioners frequently need to process hundreds of gigabytes (GB)...

4 MIN READ

Jun 27, 2025

AI Analyzes Nurses’ Observations to Reduce Patient Danger

Researchers have developed an AI-powered tool that can analyze nurses’ shift notes to identify—far earlier than traditional methods—when an admitted...

4 MIN READ

Jun 25, 2025

Check Out Sovereign AI in Practice Through an NVIDIA Webinar

Join NVIDIA experts and leading European model builders on July 8 for a webinar on building and deploying multilingual large language models.

1 MIN READ

Jun 25, 2025

How to Streamline Complex LLM Workflows Using NVIDIA NeMo-Skills

A typical recipe for improving LLMs involves multiple stages: synthetic data generation (SDG), model training through supervised fine-tuning (SFT) or...

10 MIN READ

Jun 25, 2025

Boost Embedding Model Accuracy for Custom Information Retrieval

Customizing embedding models is crucial for effective information retrieval, especially when working with domain-specific data like legal text, medical records,...

8 MIN READ

Jun 24, 2025

Upcoming Livestream: Beyond the Algorithm With NVIDIA

Join us on June 26 to learn how to distill cost-efficient models with the NVIDIA Data Flywheel Blueprint.

1 MIN READ

Jun 18, 2025

AI in Manufacturing and Operations at NVIDIA: Accelerating ML Models with NVIDIA CUDA-X Data Science

NVIDIA leverages data science and machine learning to optimize chip manufacturing and operations workflows—from wafer fabrication and circuit probing to...

8 MIN READ

Jun 16, 2025

AI Aims to Bring Order to the Law

A team of Stanford University researchers has developed an LLM system to cut through bureaucratic red tape. The LLM—dubbed the System for Statutory Research,...

4 MIN READ

Jun 13, 2025

New Professional Certifications in Accelerated Data Science & AI Networking

Unlock your potential with the new NCP-Accelerated Data Science and AI Networking certifications. Validate your skills in GPU-accelerated tools, data science...

1 MIN READ

Jun 13, 2025

Live Webinar: What’s New With NVIDIA Certification

Join this multi-time zone webinar on learning more about the NVIDIA Certifications. Learn the practical prep tips from NVIDIA Certification experts, insights on...

1 MIN READ

Jun 12, 2025

Accelerated Sequence Alignment for Protein Science with MMseqs2-GPU and NVIDIA NIM

Protein sequence alignment—comparing protein sequences for similarities—is fundamental to modern biology and medicine. It illuminates gene functions by...

9 MIN READ

Jun 12, 2025

Streamlining GPU Porting for EDF's Fluid Dynamics Simulations with NVIDIA Nsight Profilers

Porting existing CPU applications to NVIDIA GPUs can unlock performance gains, enabling users to solve problems at a much greater scale and speed. While the...

6 MIN READ

Jun 12, 2025

Driving Toward Billion-Cell Analysis and Biological Breakthroughs with RAPIDS-singlecell

The future of cell biology and virtual cell models is dependent on measuring and analyzing data at scale. Single-cell experiments have been growing at an...

7 MIN READ