Data Science
Jul 09, 2024
Just Released: nvmath-python
nvmath-python is an open-source Python library that provides high performance access to the core mathematical operations in the NVIDIA Math Libraries. Available...
1 MIN READ
Jul 05, 2024
Explainer: What Is K-Means?
K-means is a clustering algorithm—one of the simplest and most popular unsupervised machine learning (ML) algorithms for data scientists.
1 MIN READ
Jul 03, 2024
Maximize GPU performance with Near-Real-Time Usage Stats on NVDashboard v0.10
At NVIDIA GTC 2024, the RAPIDS team demonstrated new features on NVDashboard v0.10 a dashboard that runs on JupyterLab, for monitoring GPU usage to help...
6 MIN READ
Jul 02, 2024
Checkpointing CUDA Applications with CRIU
Checkpoint and restore functionality for CUDA is exposed through a command-line utility called cuda-checkpoint. This utility can be used to transparently...
7 MIN READ
Jul 01, 2024
How Cutting-Edge Computer Chips are Speeding Up the AI Revolution
Featured in Nature, this post delves into how GPUs and other advanced technologies are meeting the computational challenges posed by AI.
1 MIN READ
Jun 28, 2024
Federated XGBoost Made Practical and Productive with NVIDIA FLARE
XGBoost is a highly effective and scalable machine learning algorithm widely employed for regression, classification, and ranking tasks. Building on the...
6 MIN READ
Jun 27, 2024
Secure LLM Tokenizers to Maintain Application Integrity
This post is part of the NVIDIA AI Red Team’s continuing vulnerability and technique research. Use the concepts presented to responsibly assess and increase...
6 MIN READ
Jun 26, 2024
Transforming Microsoft XLS and PPT Files into a Factory Digital Twin with OpenUSD
SyncTwin GmbH, a company that builds software to optimize production, intralogistics, and assembly, is on a mission to unlock industrial digital twins for small...
7 MIN READ
Jun 21, 2024
Explainer: What Is Machine Learning?
Machine learning (ML) employs algorithms and statistical models that enable computer systems to find patterns in massive amounts of data, and then uses a model...
1 MIN READ
Jun 17, 2024
Video: Talk to Your Supply Chain Data Using NVIDIA NIM
NVIDIA operates one of the largest and most complex supply chains in the world. The supercomputers we build connect tens of thousands of NVIDIA GPUs with...
2 MIN READ
Jun 07, 2024
Explainer: What Is Generative AI?
Generative AI enables users to quickly generate new content based on a variety of inputs. Inputs and outputs to these models can include text, images, sounds,...
1 MIN READ
Jun 04, 2024
Unlock Deeper Insights of Somatic Mutations with Deep Learning
NVIDIA Parabricks expands the NVIDIA emphasis on solving omics challenges with deep learning and continues accelerating genomics instruments. NVIDIA Parabricks...
5 MIN READ
May 31, 2024
Explainer: What Is a Recommendation System?
A recommendation system (or recommender system) is a class of machine learning that uses data to help predict, narrow down, and find what people are looking for...
1 MIN READ
May 24, 2024
Explainer: What Is Deep Learning?
Deep learning is a subset of artificial intelligence (AI) and machine learning (ML) that uses multi-layered artificial neural networks to deliver...
1 MIN READ
May 23, 2024
Applying Generative AI for CVE Analysis at an Enterprise Scale
The software development and deployment process is complex. Modern enterprise applications have complex software dependencies, forming an interconnected web...
11 MIN READ
May 21, 2024
Just Released: CUDA Toolkit 12.5
CUDA Toolkit 12.5 supports new NVIDIA L20 and H20 GPUs and simultaneous compute and graphics to DirectX, and updates Nsight Compute and CUDA-X Libraries.
1 MIN READ