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Oracle Data Mining

Powering Next-Generation Predictive Applications


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Update
The latest version of Oracle Data Miner is now available in  SQL Developer Release 3.1.

Oracle Data Mining (ODM) provides powerful data mining functionality as native SQL functions within the Oracle Database. Oracle Data Mining enables users to discover new insights hidden in data and to leverage investments in Oracle Database technology.  With Oracle Data Mining, you can build and apply predictive models that help you target your best customers, develop detailed customer profiles, and find and prevent fraud. Oracle Data Mining, a component of the Oracle Advanced Analytics Option, helps companies better "compete on analytics." The Oracle Data Miner "work flow" based GUI, an extension to SQL Developer, allows data analysts to explore their data, build and evaluate models, apply them to new data and save and share their analytical methodologies. Data analysts and application developers can use the SQL APIs to build next-generation applications that automatically mine star schema data to build and deploy predictive models that deliver real-time results and predictions throughout the enterprise. Because the data, models and results remain in the Oracle Database, data movement is eliminated, information latency is minimized and security is maintained. Additionally, Oracle Data Mining models can be included in SQL queries and embedded in applications to offer improved business intelligence.

Data analysts can quickly access their Oracle data using Oracle Data Miner 11g Release 2 graphical user interface and explore their data to find patterns, relationships, and hidden insights. Oracle Data Mining provides a collection of in-database data mining algorithms that solve a wide range of business problems. Anyone who can access data stored in an Oracle Database can access Oracle Data Mining results-predictions, recommendations, and discoveries using Oracle Business Intelligence Solutions.

Oracle Data Miner 11g Release 2

The free Oracle Data Miner GUI is an extension to Oracle SQL Developer 3.1 that enables data analysts to work directly with data inside the database, explore the data graphically, build and evaluate multiple data mining models, apply Oracle Data Mining models to new data and deploy Oracle Data Mining's predictions and insights throughout the enterprise. Oracle Data Miner work flows capture and document the user's analytical methodology and can be saved and shared with others to automate advanced analytical methodologies.

 
Oracle Data Miner work flows capture, document and automate
the in-database predictive analytics process.
 

General Information

red-arrow-box New Video: Oracle Advanced Analytics/Oracle Data Mining (blog)
red-arrow-box New Presentation: Oracle In-Database Analytics - Oracle OpenWorld 2011 (pdf)
red-arrow-box New White Paper: Using Oracle Data Miner 11g Release 2 with Star Schema data - A Telco Churn Case Study (pdf)
red-arrow-box New Component Sheet: Oracle Data Mining 11gR2 
red-arrow-box New White paper: Oracle Data Mining 11gR2
red-arrow-box Presentation: Anomaly and Fraud Detection with Oracle Data Mining 11gR2
red-arrow-box Techcast: ODM overview and several demos
red-arrow-box White paper: High Performance Scoring with Oracle 10.2 Data Mining (pdf)
red-arrow-box White paper: Secure Data Mining in Oracle10g ( pdf)
red-arrow-box Sample Data Mining Use Cases
red-arrow-box Customer Successes

Technical Information

red-arrow-box Data Mining Algorithms
red-arrow-box Performance Improvement of Model Building in Oracle 11.1 Data Mining (pdf)
red-arrow-box Data-Centric Automated Data Mining (pdf)
red-arrow-box Mining High-Dimensional Data for Information Fusion (pdf)
red-arrow-box DSS Performance in Oracle Database 10g Release 2 (pdf)
red-arrow-box Support Vector Machines in Oracle Database 10g (pdf)
red-arrow-box Data Mining-Based Intrusion Detection (pdf)
red-arrow-box Clustering Large Databases with Numeric and Nominal Values Using Orthogonal Projections (pdf)
 
red-arrow-box Discussion Forum red-arrow-box Oracle Data Mining Blog
red-arrow-box Oracle By Example Tutorials red-arrow-box Oracle Data Mining on Twitter
red-arrow-box Spreadsheet Add-In for
   Predictive Analytics
 
red-arrow-box Wikipedia
Entry
red-arrow-box Documentation red-arrow-box Sample Programs
red-arrow-box 2-Day Oracle University Course
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R Interface to Oracle Data Mining
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