Data Science

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
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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
NVIDIA NeMo Curator icon on a purple background.
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
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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
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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
An illustration representing CUDA.
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
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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
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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
Illustration representing AI Workbench.
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
Aug 15, 2024

Bringing Confidentiality to Vector Search with Cyborg and RAPIDS cuVS

In the era of generative AI, vector databases have become indispensable for storing and querying high-dimensional data efficiently. However, like all databases,...
7 MIN READ
Aug 09, 2024

RAPIDS cuDF Unified Memory Accelerates pandas up to 30x on Large Datasets

NVIDIA has released RAPIDS cuDF unified memory and text data processing features that help data scientists continue to use pandas when working with larger and...
6 MIN READ
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Aug 08, 2024

Improving GPU Performance by Reducing Instruction Cache Misses

GPUs are specially designed to crunch through massive amounts of data at high speed. They have a large amount of compute resources, called streaming...
11 MIN READ