Big Data & Data Mining

Oct 24, 2023

Reduce Apache Spark ML Compute Costs with New Algorithms in Spark RAPIDS ML Library

Spark RAPIDS ML is an open-source Python package enabling NVIDIA GPU acceleration of PySpark MLlib. It offers PySpark MLlib DataFrame API compatibility and...

8 MIN READ

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

Feb 08, 2023

Categorical Features in XGBoost Without Manual Encoding

XGBoost is a decision-tree–based, ensemble machine learning algorithm based on gradient boosting. However, until recently, it didn’t natively support...

5 MIN READ

Dec 05, 2022

Scraping Real-Estate Sites for Data Acquisition with Scrapy

Data is one of the most valuable assets that a business can possess. It sits at the core of data science and data analysis: without data, they’re both...

13 MIN READ

Jul 29, 2022

Evaluating Data Lakes and Data Warehouses as Machine Learning Data Repositories

Data is the lifeblood of modern enterprises, whether you’re a retailer, financial service company, or digital advertiser. Across industries, organizations are...

11 MIN READ

Jun 29, 2022

Improving Enterprise IT Fraud Prevention

Any business or industry, from retail and healthcare to financial services, is subject to fraud. The cost of fraud can be staggering. Every $1 of fraud loss...

7 MIN READ

Apr 12, 2021

Cloudera and NVIDIA Collaborate to Accelerate Data Analytics and AI at Scale

Data engineering and data science workflows are often limited by the ability of platforms to process massively growing amounts of data. The integration of the...

4 MIN READ

Mar 19, 2021

Power Your Big Data Analytics with the Latest NVIDIA GPUs in the Cloud

Dask is an accessible and powerful solution for natively scaling Python analytics. Using familiar interfaces, it allows data scientists familiar with PyData...

2 MIN READ

Jan 24, 2018

Oil Giant Launches Supercomputer to Analyze Subsoil Data

The Italian multinational oil giant Eni deployed a 18.6 petaflops GPU-accelerated supercomputer, making it the most powerful industrial system in the world....

2 MIN READ

May 03, 2017

Developer Spotlight: Applying Deep Learning to Aerospace Technologies and Integrated Systems

Vivek Venugopalan, a staff research scientist at the United Technologies Research Center (UTRC) shares how they are using deep learning and GPUs to understand...

1 MIN READ

Apr 19, 2017

Scientists Capture First Image of a Black Hole

Astronomers from around the world pointed their powerful telescopes towards a supermassive black hole that lies in the center of the Milky Way (nearly 26,000...

3 MIN READ

Mar 31, 2017

Sorting Shopping Lists with Artificial Intelligence

Instacart, an Internet-based grocery delivery service, shares how they are using deep learning to help their tens of thousands personal shoppers be more...

1 MIN READ

Mar 23, 2017

AI System Helps Detect and Manage Traffic Incidents

Iowa State University researchers are developing a deep learning-based system to help the Iowa Department of Transportation improve incident detection and...

2 MIN READ

Mar 02, 2017

AI System Beats Pros at Texas Hold’em

A team of researchers from University of Alberta, Charles University in Prague and Czech Technical University developed an AI system called DeepStack that...

2 MIN READ

Feb 21, 2017

AI Helps Autonomous Vehicles Locate Themselves

Researchers at the NYU Tandon School of Engineering are developing an artificial intelligence system for autonomous vehicles that links them to HERE Live Map...

2 MIN READ