By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData Collective
  • Analytics
    AnalyticsShow More
    data analytics in sports industry
    Here’s How Data Analytics In Sports Is Changing The Game
    6 Min Read
    data analytics on nursing career
    Advances in Data Analytics Are Rapidly Transforming Nursing
    8 Min Read
    data analytics reveals the benefits of MBA
    Data Analytics Technology Proves Benefits of an MBA
    9 Min Read
    data-driven image seo
    Data Analytics Helps Marketers Substantially Boost Image SEO
    8 Min Read
    construction analytics
    5 Benefits of Analytics to Manage Commercial Construction
    5 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-23 SmartData Collective. All Rights Reserved.
Reading: In-database Scoring with PMML, Zementis, and Sybase IQ: Big Data Analytics Made Easy
Share
Notification Show More
Latest News
data analytics in sports industry
Here’s How Data Analytics In Sports Is Changing The Game
Big Data
data analytics on nursing career
Advances in Data Analytics Are Rapidly Transforming Nursing
Analytics
data analytics reveals the benefits of MBA
Data Analytics Technology Proves Benefits of an MBA
Analytics
anti-spoofing tips
Anti-Spoofing is Crucial for Data-Driven Businesses
Security
ai in software development
3 AI-Based Strategies to Develop Software in Uncertain Times
Software
Aa
SmartData Collective
Aa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Analytics > In-database Scoring with PMML, Zementis, and Sybase IQ: Big Data Analytics Made Easy
Analytics

In-database Scoring with PMML, Zementis, and Sybase IQ: Big Data Analytics Made Easy

MichaelZeller
Last updated: 2011/12/12 at 7:21 PM
MichaelZeller
4 Min Read
SHARE

Not all analytic tasks are born the same. If one is confronted with massive volumes of data that need to be scored on a regular basis, in-database scoring sounds like the logical thing to do. In all likelihood, the data in these cases is already stored in a database and, with in-database scoring, there is no data movement. Data and models reside together hence scores and predictions flow on an accelerated pace.

Not all analytic tasks are born the same. If one is confronted with massive volumes of data that need to be scored on a regular basis, in-database scoring sounds like the logical thing to do. In all likelihood, the data in these cases is already stored in a database and, with in-database scoring, there is no data movement. Data and models reside together hence scores and predictions flow on an accelerated pace.

So, wouldn’t it be great if you could now benefit from the flexibility of a standard such as PMML combined with in-database scoring? Zementis is offering just such a solution. It is called the Universal PMML Plug-in™ and it is truly amazing!

Here is why: for starters, it is simple to deploy and maintain. Our Universal PMML Plug-in was designed from the ground up to take advantage of efficient in-database execution, and, as its name suggests, it is PMML-based. PMML, the Predictive Model Markup Language is the standard for representing predictive models currently exported from all major commercial and open-source data mining tools. So, if you build your models in either SAS, IBM/SPSS, or R, you are ready to start benefiting from in-database scoring right away.

More Read

The Role of Standards in Predictive Analytics: A Series

ACM Data Mining Talk: Representing Solutions with PMML
The Netflix Prize, Occam’s Razor and PMML
Ensuring safety and process reliabilty through predictive analytics and PMML
PMML support is growing rapidly. From down under and into the stars!

Announcing the Universal PMML Plug-in for Sybase IQ

It is our pleasure to announce, together with Sybase, the availability of the Zementis Universal PMML Plug-In for Sybase IQ 15.4 (Press Release: Sybase Does More Big Data Analytics). This solution allows external predictive models created in the PMML standard to be parsed, ingested and executed In-database in Sybase IQ. This unique capability is extremely appealing to most enterprises that leverage multiple data mining tools or seek to deploy their existing predictive models closer to the data for better performance and broader applicability.


The PMML Plug-in seamlessly embeds models within Sybase IQ. In this way, data scoring requires nothing more than adding a simple function call into your SQL statements. You can score data against one model or against multiple models at the same time. There is no need to code connection weights, regression equations or other more complex calculations in SQL or stored procedures. PMML and our Universal Plug-in can easily take care of that.

PMML execution combined with Sybase IQ existing capabilities for text and multimedia analytics provides enterprises with a breadth of available techniques for analyzing big data.

For more details about the Universal PMML Plug-in for Sybase IQ, contact Zementis, or download the product data sheet.

TAGGED: pmml
MichaelZeller December 12, 2011
Share this Article
Facebook Twitter Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

data analytics in sports industry
Here’s How Data Analytics In Sports Is Changing The Game
Big Data
data analytics on nursing career
Advances in Data Analytics Are Rapidly Transforming Nursing
Analytics
data analytics reveals the benefits of MBA
Data Analytics Technology Proves Benefits of an MBA
Analytics
anti-spoofing tips
Anti-Spoofing is Crucial for Data-Driven Businesses
Security

Stay Connected

1.2k Followers Like
33.7k Followers Follow
222 Followers Pin

You Might also Like

The Role of Standards in Predictive Analytics: A Series

3 Min Read

ACM Data Mining Talk: Representing Solutions with PMML

2 Min Read

The Netflix Prize, Occam’s Razor and PMML

4 Min Read

Ensuring safety and process reliabilty through predictive analytics and PMML

4 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

data-driven web design
5 Great Tips for Using Data Analytics for Website UX
Big Data
ai in ecommerce
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US

© 2008-23 SmartData Collective. All Rights Reserved.

Removed from reading list

Undo
Go to mobile version
Welcome Back!

Sign in to your account

Lost your password?