Data Science
May 17, 2024
Explainer: What is Regression?
Classification and regression are two groups of supervised machine-learning algorithm problems. Supervised machine learning uses algorithms to train a model to...
1 MIN READ
May 14, 2024
RAPIDS on Databricks: A Guide to GPU-Accelerated Data Processing
In today's data-driven landscape, maximizing performance and efficiency in data processing and analytics is critical. While many Databricks users are familiar...
10 MIN READ
May 14, 2024
RAPIDS cuDF Instantly Accelerates pandas up to 50x on Google Colab
At Google I/O'24, Laurence Moroney, head of AI Advocacy at Google, announced that RAPIDS cuDF is now integrated into Google Colab. Developers can now instantly...
3 MIN READ
May 10, 2024
Explainer: What Is Artificial Intelligence?
In its most fundamental form, AI is the capability of a computer program or a machine to think, learn, and take action without being explicitly encoded with...
1 MIN READ
May 09, 2024
Revolutionizing Graph Analytics: Next-Gen Architecture with NVIDIA cuGraph Acceleration
In our previous exploration of graph analytics, we uncovered the transformative power of GPU-CPU fusion using NVIDIA cuGraph. Building upon those insights, we...
9 MIN READ
May 07, 2024
NVIDIA GTC Training Labs On Demand Available Now
Missed GTC or want to replay your favorite training labs? Find it on demand with the NVIDIA GTC Training Labs playlist.
1 MIN READ
May 07, 2024
Enhancing Anomaly Detection in Linux Audit Logs with AI
In cybersecurity, identifying threats swiftly and accurately is paramount to the success of the modern enterprise. Linux audit logs, which record system...
10 MIN READ
May 03, 2024
Explainer: What Is a Vector Database?
A vector database is an organized collection of vector embeddings that can be created, read, updated, and deleted at any point in time. Vector embeddings...
1 MIN READ
Apr 29, 2024
Top Data Science Sessions from NVIDIA GTC 2024 Now Available On Demand
At GTC 2024, experts from NVIDIA and our partners shared insights about GPU-accelerated tools, optimizations, and best practices for data scientists. From the...
2 MIN READ
Apr 23, 2024
Democratizing AI Workflows with Union.ai and NVIDIA DGX Cloud
GPUs were initially specialized for rendering 3D graphics in video games, primarily to accelerate linear algebra calculations. Today, GPUs have become one of...
7 MIN READ
Apr 22, 2024
Advancing Cell Segmentation and Morphology Analysis with NVIDIA AI Foundation Model VISTA-2D
Genomics researchers use different sequencing techniques to better understand biological systems, including single-cell and spatial omics. Unlike single-cell,...
7 MIN READ
Apr 17, 2024
Advancing Medical Image Decoding with GPU-Accelerated nvImageCodec
This post delves into the capabilities of decoding DICOM medical images within AWS HealthImaging using the nvJPEG2000 library. We'll guide you through the...
16 MIN READ
Apr 12, 2024
Explainer: What Is a Convolutional Neural Network?
A convolutional neural network is a type of deep learning network used primarily to identify and classify images and to recognize objects within images.
1 MIN READ
Apr 11, 2024
New Video Series: OpenUSD for Developers
Universal Scene Description, also called OpenUSD or USD, is an open and extensible framework for creating, editing, querying, rendering, collaborating, and...
3 MIN READ
Apr 05, 2024
Explainer: What Is Retrieval-Augmented Generation?
Retrieval-augmented generation enhances large language model prompts with relevant data for more practical, accurate responses.
1 MIN READ
Apr 03, 2024
Optimizing Memory and Retrieval for Graph Neural Networks with WholeGraph, Part 2
Large-scale graph neural network (GNN) training presents formidable challenges, particularly concerning the scale and complexity of graph data. These challenges...
5 MIN READ