Data Science
![An illustration showing a securit alert.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/Canary-AI-960x540.jpg)
Jul 11, 2024
Defending AI Model Files from Unauthorized Access with Canaries
As AI models grow in capability and cost of creation, and hold more sensitive or proprietary data, securing them at rest is increasingly important....
6 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/rag-representation-960x540.jpg)
Jul 11, 2024
Optimize AI Model Performance and Maintain Data Privacy with Hybrid RAG
The rapidly evolving field of generative AI is focused on building neural networks that can create realistic content such as text, images, audio, and synthetic...
7 MIN READ
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvmath_quicklink-960x540.png)
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
![Two b&w images of a woman in a hat, one image in a higher resolution.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/arrayfire-kmeans-demo.png)
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
![A man working at a laptop.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/AdobeStock_344219573-960x540.jpg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/CUDA-CRIU-Main-Image-1-960x540.png)
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
![Image of NVIDIA GB200.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/07/gb200-960x540.jpg)
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
![Decorative image of NVFLARE use cases.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/nvflare-2-4-featured-960x540.jpeg)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/digital-field-1-960x540.png)
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
![Image of a factory floor with loading equipment and a person with a clipboard.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/synctwin-digital-twin-openusd-featured-960x540.png)
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
![Decorative image.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/07/accelerated-ml-tasks-960x540.png)
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
![](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/cuopt-tech-blog-social-tw-1200x675-1-960x540.png)
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
![Sunset, molecule, and avatar composite.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/03/Generative-AI-NVIDIA-Foundations.jpg)
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
![Decorative image of genomic sequencing.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2024/06/parabricks-genomic-featured-960x540.png)
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
![Illustration showing a shopping scene, video streaming in living room, and cafe all with recommender activities.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/01/merlin-rec-sys-lv-combined-v008-1729957-e1673632500651.jpg)
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
![Deep learning abstract.](https://cdn.statically.io/img/developer-blogs.nvidia.com/wp-content/uploads/2023/06/deep-learning-visual-960x540.png)
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