Data Science
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
Mar 18, 2024
NVIDIA NIM Offers Optimized Inference Microservices for Deploying AI Models at Scale
The rise in generative AI adoption has been remarkable. Catalyzed by the launch of OpenAI’s ChatGPT in 2022, the new technology amassed over 100M users within...
6 MIN READ
Mar 18, 2024
How to Take a RAG Application from Pilot to Production in Four Steps
Generative AI has the potential to transform every industry. Human workers are already using large language models (LLMs) to explain, reason about, and solve...
9 MIN READ
Mar 15, 2024
Explainer: What Is a Random Forest?
A random forest is a supervised algorithm that uses an ensemble learning method consisting of a multitude of decision trees, the output of which is the...
1 MIN READ
Mar 14, 2024
Just Released: NVIDIA cuSPARSELt 0.6
NVIDIA cuSPARSELt harnesses Sparse Tensor Cores to accelerate general matrix multiplications. Version 0.6. adds support for the NVIDIA Hopper architecture.
1 MIN READ
Mar 08, 2024
WholeGraph Storage: Optimizing Memory and Retrieval for Graph Neural Networks
Graph neural networks (GNNs) have revolutionized machine learning for graph-structured data. Unlike traditional neural networks, GNNs are good at capturing...
9 MIN READ
Mar 08, 2024
Explainer: What Is Graph Analytics?
Graph analytics, or graph algorithms, are analytic tools used to determine the strength and direction of relationships between objects in a graph. The focus of...
1 MIN READ
Mar 06, 2024
CUDA Toolkit 12.4 Enhances Support for NVIDIA Grace Hopper and Confidential Computing
The latest release of CUDA Toolkit, version 12.4, continues to push accelerated computing performance using the latest NVIDIA GPUs. This post explains the new...
9 MIN READ
Mar 05, 2024
New Video: Pioneering Climate Tech and Mitigating the Impact of Natural Disasters
In 2022, the city of Lismore, Australia bore the brunt of devastating floods, leaving over 3K homes damaged and communities shattered. With $6B in losses, this...
4 MIN READ
Mar 05, 2024
Spotlight: Honeywell Accelerates Industrial Process Simulation with NVIDIA cuDSS
For over a decade, traditional industrial process modeling and simulation approaches have struggled to fully leverage multicore CPUs or acceleration devices to...
8 MIN READ
Mar 04, 2024
Solve Complex AI Tasks with Leaderboard-Topping Smaug 72B from NVIDIA AI Foundation Models
This week’s model release features the NVIDIA-optimized language model Smaug 72B, which you can experience directly from your browser. NVIDIA AI Foundation...
2 MIN READ
Mar 01, 2024
Explainer: What Is Stream Processing?
Stream processing is the continuous processing of new data events as they’re received. A lot of data is produced as a stream of events, for example financial...
1 MIN READ
Feb 29, 2024
Video Series: Getting Started with Universal Scene Description (OpenUSD)
Gain a foundational understanding of USD, the open and extensible framework for creating, editing, querying, rendering, collaborating, and simulating within 3D...
1 MIN READ
Feb 27, 2024
Top Public Sector Developer Sessions at NVIDIA GTC 2024
Join experts from NVIDIA and the public sector industry to learn how cybersecurity, generative AI, digital twins, and more are impacting the way that government...
1 MIN READ
Feb 27, 2024
Video: Build a RAG-Powered Chatbot in Five Minutes
Retrieval-augmented generation (RAG) is exploding in popularity as a technique for boosting large language model (LLM) application performance. From highly...
2 MIN READ
Feb 21, 2024
Podcast: NVIDIA and the Future of 3D Development with Aaron Luk
Discover why OpenUSD is central to the future of 3D development with Aaron Luk, a founding developer of Universal Scene Description.
1 MIN READ