Data Science

Sep 20, 2023

New Video: Representing Data with OpenUSD Custom Schemas

Custom schemas in Universal Scene Description, known as OpenUSD or USD, are pivotal for developers seeking to represent and encode sophisticated virtual worlds....
2 MIN READ
An illustration representing Apache Spark.
Sep 14, 2023

Adobe Scales ML Pipelines for Optimized Delivery of Brand Messages

Streamline and accelerate deployment by integrating ETL and ML training into a single Apache Spark script on Amazon EMR.
1 MIN READ
Sep 12, 2023

Generative AI and Accelerated Computing for Spear Phishing Detection

Spear phishing is the largest and most costly form of cyber threat, with an estimated 300,000 reported victims in 2021 representing $44 million in reported...
5 MIN READ
Sep 11, 2023

Accelerating Vector Search: Fine-Tuning GPU Index Algorithms

The first post in this series introduced vector search indexes, explained the role they play in enabling a widespread range of important applications, and...
11 MIN READ
Sep 11, 2023

Accelerating Vector Search: Using GPU-Powered Indexes with RAPIDS RAFT

In the AI landscape of 2023, vector search is one of the hottest topics due to its applications in large language models (LLM) and generative AI. Semantic...
11 MIN READ
An illustration of computer monitors showing data science models.
Sep 08, 2023

Workshop: Fundamentals of Deep Learning

Learn key techniques and tools required to train a deep learning model in this virtual hands-on workshop.
1 MIN READ
Decorative image of two boxes with libcuda.sym labels.
Sep 07, 2023

NVIDIA CUDA Toolkit Symbol Server

NVIDIA has already made available a GPU driver binary symbols server for Windows. Now, NVIDIA is making available a repository of CUDA Toolkit symbols for...
3 MIN READ
A diagram representing multi-GPU training.
Sep 07, 2023

Unlocking Multi-GPU Model Training with Dask XGBoost

As data scientists, we often face the challenging task of training large models on huge datasets. One commonly used tool, XGBoost, is a robust and efficient...
11 MIN READ
Illustration of a person in a living room on a sofa watching TV.
Sep 07, 2023

Ask Me Anything: Winning Formula for the Best Multilingual Recommender Systems

On Sept. 13, connect with the winning multilingual recommender systems Kaggle Grandmaster team of KDD’23.
1 MIN READ
Cybersecurity abstract image
Sep 06, 2023

Supercharge Ransomware Detection with AI-Enhanced Cybersecurity Solutions

Ransomware attacks have become increasingly popular, more sophisticated, and harder to detect. For example, in 2022, a destructive ransomware attack took 233...
5 MIN READ
Sep 06, 2023

GPUs for ETL? Optimizing ETL Architecture for Apache Spark SQL Operations

Extract-transform-load (ETL) operations with GPUs using the NVIDIA RAPIDS Accelerator for Apache Spark running on large-scale data can produce both cost savings...
8 MIN READ
Aug 31, 2023

Introduction to Graph Neural Networks with NVIDIA cuGraph-DGL

Graph neural networks (GNNs) have emerged as a powerful tool for a variety of machine learning tasks on graph-structured data. These tasks range from node...
7 MIN READ
Aug 30, 2023

How to Build a Distributed Inference Cache with NVIDIA Triton and Redis

Caching is as fundamental to computing as arrays, symbols, or strings. Various layers of caching throughout the stack hold instructions from memory while...
13 MIN READ
A close-up of a person typing on a laptop.
Aug 30, 2023

Workshop: Enhancing Data Science Outcomes with Efficient Workflows

Learn to create an end-to-end machine learning pipeline for large datasets with this virtual, hands-on workshop.
1 MIN READ
A woman working at a laptop.
Aug 30, 2023

New Video Tutorial: Profiling and Debugging NVIDIA CUDA Applications

Episode 5 of the NVIDIA CUDA Tutorials Video series is out. Jackson Marusarz, product manager for Compute Developer Tools at NVIDIA, introduces a suite of tools...
2 MIN READ
An illustration representing the RAPIDS workflow.
Aug 23, 2023

ICYMI: Utilizing GPUs for Machine Learning with RAPIDS

Delve into how TMA Solutions is accelerating original ML and AI workflows with RAPIDS.
1 MIN READ