Recommenders / Personalization

Aug 21, 2024

Build Efficient Recommender Systems with Co-Visitation Matrices and RAPIDS cuDF

Recommender systems play a crucial role in personalizing user experiences across various platforms. These systems are designed to predict and suggest items that...
12 MIN READ
Aug 01, 2024

Deliver Personalized Retail Experiences with an AI-Powered Shopping Advisor

Imagine being able to put your best sales associate in front of every customer for every interaction. Your best sales associate offers product recommendations...
4 MIN READ
Jul 18, 2024

Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 1, Deep Dive

In this blog post, we continue the series on accelerating vector search using cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for...
14 MIN READ
Image of a factory floor with loading equipment and a person with a clipboard.
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
Illustration showing a shopping scene, video streaming in living room, and cafe all with recommender activities.
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 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
Amdocs NVIDIA NIMs
May 08, 2024

Amdocs Accelerates Generative AI Performance and Lowers Costs with NVIDIA NIM

Telecommunications companies (telcos) are leveraging generative AI to increase employee productivity by automating processes, improving customer experiences,...
10 MIN READ
3 sessions for data scientists to watch from NVIDIA GTC 2024
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
Example of CNN for brain scan results.
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
PyG and Accelerated with NVIDIA logos on a white background.
Jan 17, 2024

Release: PyTorch Geometric Container for GNNs on NGC

The NVIDIA PyG container, now generally available, packages PyTorch Geometric with accelerations for GNN models, dataloading, and pre-processing using...
1 MIN READ
Image is the DGL and PyG logos with the words Accelerated by NVIDIA.
Dec 08, 2023

Available Now: NVIDIA AI Accelerated DGL and PyG Containers for GNNs

From credit card transactions, social networks, and recommendation systems to transportation networks and protein-protein interactions in biology, graphs are...
9 MIN READ
Nov 28, 2023

One Giant Superchip for LLMs, Recommenders, and GNNs: Introducing NVIDIA GH200 NVL32

At AWS re:Invent 2023, AWS and NVIDIA announced that AWS will be the first cloud provider to offer NVIDIA GH200 Grace Hopper Superchips interconnected with...
9 MIN READ
Artistic rendition of a symbolic graph.
Nov 09, 2023

Accelerating Neurosymbolic AI with RAPIDS and Prometheux Vadalog Parallel

As the scale of available data continues to grow, so does the need for scalable and intelligent data processing systems to swiftly harness useful knowledge....
11 MIN READ
Oct 17, 2023

Unlock Faster Image Generation in Stable Diffusion Web UI with NVIDIA TensorRT

Stable Diffusion is an open-source generative AI image-based model that enables users to generate images with simple text descriptions. Gaining traction among...
4 MIN READ
Oct 13, 2023

Supercharge Graph Analytics at Scale with GPU-CPU Fusion for 100x Performance

Graphs form the foundation of many modern data and analytics capabilities to find relationships between people, places, things, events, and locations across...
11 MIN READ
Oct 02, 2023

Accelerated Vector Search: Approximating with RAPIDS cuVS IVF-Flat

Performing an exhaustive exact k-nearest neighbor (kNN) search, also known as brute-force search, is expensive, and it doesn’t scale particularly well to...
15 MIN READ