Apache Spark

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 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
Stylized image of a computer chip.
Jul 17, 2023

GPUs for ETL? Run Faster, Less Costly Workloads with NVIDIA RAPIDS Accelerator for Apache Spark and Databricks

We were stuck. Really stuck. With a hard delivery deadline looming, our team needed to figure out how to process a complex extract-transform-load (ETL) job on...
7 MIN READ
Deep learning abstract
Jun 12, 2023

Distributed Deep Learning Made Easy with Spark 3.4

Apache Spark is an industry-leading platform for distributed extract, transform, and load (ETL) workloads on large-scale data. However, with the advent of deep...
7 MIN READ
Picture of an aisle in a data center, with servers on either side.
Jun 02, 2023

GPU Integration Propels Data Center Efficiency and Cost Savings for Taboola

When you see a context-relevant advertisement on a web page, it's most likely content served by a Taboola data pipeline. As the leading content recommendation...
13 MIN READ
Decorative image of dark blue background with points of light connected with lines.
Apr 18, 2023

New GPU Library Lowers Compute Costs for Apache Spark ML

Spark MLlib is a key component of Apache Spark for large-scale machine learning and provides built-in implementations of many popular machine learning...
6 MIN READ
Twitter topic model Dataiku diagram
Apr 04, 2023

Topic Modeling and Image Classification with Dataiku and NVIDIA Data Science

The Dataiku platform for everyday AI simplifies deep learning. Use cases are far-reaching, from image classification to object detection and natural language...
11 MIN READ
An illustration of production AI workflow applications such as video conferencing, computer vision, and robotics.
Mar 21, 2023

Catapulting Enterprises to the Leading Edge of AI with NVIDIA AI Enterprise 3.1

Generative AI has marked an important milestone in the AI revolution journey. We are at a fundamental breaking point where enterprises are not only getting...
4 MIN READ
Mar 15, 2023

Smarter Retail Data Analytics with GPU Accelerated Apache Spark Workloads on Google Cloud Dataproc

A retailer's supply chain includes the sourcing of raw materials or finished goods from suppliers; storing them in warehouses or distribution centers; and...
13 MIN READ
An inforgraphic map of the United States with red and blue vertical bars rising from various areas of the map.
Feb 24, 2023

Top Data Science Sessions at NVIDIA GTC 2023

Learn about the latest AI and data science breakthroughs from leading data science teams at NVIDIA GTC 2023.
1 MIN READ
Dec 14, 2022

Saving Apache Spark Big Data Processing Costs on Google Cloud Dataproc

According to IDC, the volume of data generated each year is growing exponentially.  IDC’s Global DataSphere projects that the world will generate 221 ZB...
8 MIN READ
Sep 21, 2022

New SDKs Accelerating AI Research, Computer Vision, Data Science, and More

NVIDIA revealed major updates to its suite of AI software for developers including JAX, NVIDIA CV-CUDA, and NVIDIA RAPIDS. To learn about the latest SDK...
7 MIN READ
Aug 30, 2022

Upcoming Event: Data Science Sessions at GTC 2022

Learn about the latest AI and data science breakthroughs from the world's leading data science teams at GTC 2022.
1 MIN READ
Jan 06, 2022

RAPIDS Accelerator for Apache Spark Release v21.10

RAPIDS Accelerator for Apache Spark v21.10 is now available! As an open source project, we value our community, their voice, and requests. This release...
5 MIN READ
Nov 01, 2021

NVIDIA GTC: Top Data Science Sessions

NVIDIA GTC is the must attend AI conference for developers. It’s a place where practitioners, leaders, and innovators share their ideas about the latest...
4 MIN READ
Sep 02, 2021

RAPIDS Accelerator for Apache Spark Release v21.08

Introduction The August release (21.08) of RAPIDS Accelerator for Apache Spark is now available. It has been a little over a year since the first release at...
5 MIN READ