ARMONK, N.Y., Nov. 20, 2014 /PRNewswire/ -- IBM (NYSE: IBM) today announced that it is bringing a greater level of control, security and flexibility to cloud-based application development and delivery with a single-tenant version of Bluemix, IBM's platform-as-a-service. The new platform enables developers to build ap...
|By Bob Gourley||
|June 3, 2014 09:39 PM EDT||
By Bob Gourley
SAN JOSE, Calif., June 3, 2014 /PRNewswire/ – Hadoop Summit – According to the O’Reilly Data Scientist Salary Survey, R is the most-used tool for data scientists, while Weka is a widely used and popular open source collection of machine learning algorithms. Today, Pentaho Corporation announced the Data Science Pack, a toolkit to operationalize these two commonly used technologies. Through Pentaho Data Integration (PDI), data scientists can offload the drudgery of the data flow process with analytic components for R and Weka, so organizations can spend more time on strategic advanced and predictive analytics to achieve a more complete view into customer behavior.
“There was a gap in the market until now and people like myself were piecing together solutions to help with the data preparation, cleansing and orchestration of analytic data sets. The Pentaho Data Science Pack fills that gap to operationalize the data integration process for advanced and predictive analytics,” said Ken Krooner, President at ESRG. “Having embedded Pentaho for over seven years to provide remote and onboard analytics for maritime fleets and ships and several years experience with different data tools, Pentaho Data Integration is critical to my team. Using Weka with PDI, we are now helping clients blend a 360-degree view of all equipment data sources to enable early prediction of potential machinery failure.
According to the Ventana Research Big Data Analytics Benchmark Research, the top two time-consuming big data tasks are solving data quality and consistency issues (46%) and preparing data for integration (52%). Pentaho customer Paytronix manages marketing and loyalty programs in the restaurant sector and their team of data scientists uses R with Pentaho and Hadoop to analyze data to help their customers predict fraud and buying behavior. Saad Khalid, Data Insights Product Manager at Paytronix explains, “Data preparation is an essential, but tedious process. Pentaho Data Integration with R has allowed Paytronix to deliver analytics and insights to our clients much faster. What used to take a few weeks now takes a few minutes.”
“Having built blueprints for the four most popular big data use cases, Pentaho is at the forefront of solving data integration challenges, and we know advanced and predictive analytics are core ingredients for success,” said Christopher Dziekan, EVP and Chief Product Officer at Pentaho. “The highest value of data comes from having foresight blended with hindsight to drive insight and action. The Pentaho Data Science Pack allows organizations to apply their deep domain expertise and improve their customer analytics and predictions.”
The Data Science Pack improves productivity by executing advanced descriptive statistics and machine learning algorithms “at scale” inside of data flow transformations. Included in the pack are:
- The R Script Executor step enables the more than 5,500 packages in the Comprehensive R Archive Network (CRAN) repository to be used within PDI transformations
- The Weka Forecasting step uses machine learning techniques to generate forward-looking time-series data sets based on historical observations
- The Weka Scoring step executes machine learning models to calculate and append probability values to incoming records
The Data Science Pack will be available from Pentaho early this summer.
- Learn more about the Pentaho Data Science Pack
- Register for the on-demand webinar about the Pentaho Data Science Pack
- Attend PentahoWorld, October 8-10 in Orlando, Florida. Register for the optional training course, Test Drive Pentaho with Weka
About Pentaho Corporation
Pentaho is delivering the future of business analytics. The modern, open, and embeddable platform supports the entire big data workflow from data ingestion, preparation and integration, to interactive visualization, analysis and predictive analytics. Companies can access, integrate, orchestrate and blend any data, in any environment. Headquartered in San Francisco andOrlando, with offices throughout Europe, Pentaho has over 1,200 commercial customers today, with over 10,000 production deployments. For more information, please visit www.pentaho.com.
- Pentaho Data Science Pack Operationalizes Use of R and Weka (virtual-strategy.com)
- Optimizing The Data Warehouse: A Big Data Blueprint from Pentaho (ctovision.com)
- Optimizing The Data Warehouse: A Big Data Blueprint from Pentaho (cisotech.com)
- Pentaho Labs for Big Data and NoSQL Integration Unveiled Along With Rackspace Partnership (architects.dzone.com)
- Weka goes BIG (pentaho.com)
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Dec. 20, 2014 11:00 AM EST Reads: 2,300
SYS-CON Events announced today that Windstream, a leading provider of advanced network and cloud communications, has been named “Silver Sponsor” of SYS-CON's 16th International Cloud Expo®, which will take place on June 9–11, 2015, at the Javits Center in New York, NY. Windstream (Nasdaq: WIN), a FORTUNE 500 and S&P 500 company, is a leading provider of advanced network communications, including cloud computing and managed services, to businesses nationwide. The company also offers broadband, phone and digital TV services to consumers primarily in rural areas.
Dec. 20, 2014 10:45 AM EST Reads: 2,247
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Dec. 20, 2014 08:00 AM EST Reads: 1,329
SYS-CON Events announced today that IDenticard will exhibit at SYS-CON's 16th International Cloud Expo®, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY. IDenticard™ is the security division of Brady Corp (NYSE: BRC), a $1.5 billion manufacturer of identification products. We have small-company values with the strength and stability of a major corporation. IDenticard offers local sales, support and service to our customers across the United States and Canada. Our partner network encompasses some 300 of the world's leading systems integrators and security s...
Dec. 20, 2014 07:00 AM EST Reads: 2,133
DevOps Summit 2015 New York, co-located with the 16th International Cloud Expo - to be held June 9-11, 2015, at the Javits Center in New York City, NY - announces that it is now accepting Keynote Proposals. The widespread success of cloud computing is driving the DevOps revolution in enterprise IT. Now as never before, development teams must communicate and collaborate in a dynamic, 24/7/365 environment. There is no time to wait for long development cycles that produce software that is obsolete at launch. DevOps may be disruptive, but it is essential.
Dec. 18, 2014 09:45 PM EST Reads: 1,158
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Dec. 18, 2014 09:00 AM EST Reads: 1,362
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Dec. 18, 2014 06:00 AM EST Reads: 902
The Internet of Things is a misnomer. That implies that everything is on the Internet, and that simply should not be - especially for things that are blurring the line between medical devices that stimulate like a pacemaker and quantified self-sensors like a pedometer or pulse tracker. The mesh of things that we manage must be segmented into zones of trust for sensing data, transmitting data, receiving command and control administrative changes, and peer-to-peer mesh messaging. In his session at @ThingsExpo, Ryan Bagnulo, Solution Architect / Software Engineer at SOA Software, focused on desi...
Dec. 17, 2014 11:15 PM EST Reads: 1,397
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Dec. 17, 2014 11:00 PM EST Reads: 1,448
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Dec. 17, 2014 08:00 PM EST Reads: 1,439
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Dec. 17, 2014 06:30 PM EST Reads: 1,359
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Dec. 17, 2014 11:45 AM EST Reads: 1,553
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Dec. 16, 2014 11:45 PM EST Reads: 1,389
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Dec. 15, 2014 11:45 PM EST Reads: 1,743
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Dec. 15, 2014 10:30 AM EST Reads: 6,915
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Dec. 15, 2014 10:00 AM EST Reads: 1,986