Data Science
Sep 18, 2024
Event: Developer Day for Financial Services
Join this virtual developer day to learn how AI and Machine Learning can revolutionize fraud detection and financial crime prevention.
1 MIN READ
Sep 17, 2024
Polars GPU Engine Powered by RAPIDS cuDF Now Available in Open Beta
Today, Polars released a new GPU engine powered by RAPIDS cuDF that accelerates Polars workflows up to 13x on NVIDIA GPUs, allowing data scientists to process...
4 MIN READ
Sep 13, 2024
Improved Data Loading with Threads
Data loading is a critical aspect of deep learning workflows, whether you're focused on training or inference. However, it often presents a paradox: the need...
8 MIN READ
Sep 11, 2024
Processing One Billion Rows of Data with RAPIDS cuDF pandas Accelerator Mode
The One Billion Row Challenge is a fun benchmark to showcase basic data processing operations. It was originally launched as a pure-Java competition, and has...
11 MIN READ
Sep 11, 2024
Advanced Strategies for High-Performance GPU Programming with NVIDIA CUDA
Stephen Jones, a leading expert and distinguished NVIDIA CUDA architect, offers his guidance and insights with a deep dive into the complexities of mapping...
2 MIN READ
Sep 10, 2024
Streamlining Data Processing for Domain Adaptive Pretraining with NVIDIA NeMo Curator
Domain-adaptive pretraining (DAPT) of large language models (LLMs) is an important step towards building domain-specific models. These models demonstrate...
16 MIN READ
Sep 04, 2024
Accelerated, Production-Ready Graph Analytics for NetworkX Users
NetworkX is a popular, easy-to-use Python library for graph analytics. However, its performance and scalability may be unsatisfactory for medium-to-large-sized...
11 MIN READ
Sep 04, 2024
Hands-On Training at NVIDIA AI Summit in Washington, DC
Immerse yourself in NVIDIA technology with our full-day, hands-on technical workshops at our AI Summit in Washington D.C. on October 7, 2024.
1 MIN READ
Aug 30, 2024
Accelerating Predictive Maintenance in Manufacturing with RAPIDS AI
The International Society of Automation (ISA) reports that 5% of plant production is lost annually due to downtime. Putting that into a different context,...
12 MIN READ
Aug 29, 2024
Spotlight: clicOH Accelerates Last-Mile Delivery 20x with NVIDIA cuOpt
Driven by shifts in consumer behavior and the pandemic, e-commerce continues its explosive growth and transformation. As a result, logistics and transportation...
3 MIN READ
Aug 29, 2024
Boosting CUDA Efficiency with Essential Techniques for New Developers
To fully harness the capabilities of NVIDIA GPUs, optimizing NVIDIA CUDA performance is essential, particularly for developers new to GPU programming. This talk...
2 MIN READ
Aug 29, 2024
Just Released: RAPIDS 24.08
RAPIDS 24.08 is now available with significant updates geared towards processing larger workloads and seamless CPU/GPU interoperability.
1 MIN READ
Aug 28, 2024
NVIDIA Triton Inference Server Achieves Outstanding Performance in MLPerf Inference 4.1 Benchmarks
Six years ago, we embarked on a journey to develop an AI inference serving solution specifically designed for high-throughput and time-sensitive production use...
8 MIN READ
Aug 26, 2024
NVIDIA AI Workbench Simplifies Using GPUs on Windows
NVIDIA AI Workbench is a free, user-friendly development environment manager that streamlines data science, ML, and AI projects on your system of choice: PC,...
8 MIN READ
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 20, 2024
Hackathon: Build Groundbreaking Generative AI Projects Using NVIDIA AI Workbench
Hosted by Dell and NVIDIA, demonstrate how AI Workbench can be used to build and deliver apps for a wide range of tasks and workflows.
1 MIN READ