Oracle Data Mining

Powering Next-Generation Predictive Applications

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 work flow based 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

The free Oracle Data Miner GUI is an extension to Oracle SQL Developer 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.

 
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Oracle Data Miner work flows GUI accelerates development and deployment of predictive analytics methodologies
 

General Information

red-arrow-boxNew Video demos: Oracle Advanced Analytics/Oracle Data Mining (blog)
red-arrow-boxNew Presentation: Oracle In-Database Analytics (pdf)
red-arrow-boxNew Oracle Open World 2013 Presentation: Transform Big Data into Bigger Insight with Oracle Exadata and Oracle Advanced Analytics (pdf)
red-arrow-boxNew Oracle Advanced Analytics data sheet 12c 
red-arrow-boxNew White paper: Oracle Data Mining 11gR2
red-arrow-boxPresentation: Anomaly and Fraud Detection with Oracle Data Mining 12c
red-arrow-boxTechcast: ODM overview and several demos
red-arrow-boxWhite paper: High Performance Scoring with Oracle 10.2 Data Mining (pdf)
red-arrow-boxWhite paper: Secure Data Mining in Oracle10g ( pdf)
red-arrow-boxSample Data Mining Use Cases
red-arrow-boxCustomer Successes
  

Technical Information

red-arrow-boxOAA SQL API Data Mining Algorithms
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New White Paper:   Oracle Data Miner:  Integrate Oracle R Enterprise Algorithms into workflow using the SQL Query node
(pdf, companion files)
red-arrow-boxNew White Paper: Oracle Data Miner: Generate a PL/SQL script for workflow deployment  (pdf, companion files)
red-arrow-boxWhite Paper: Using Oracle Data Miner 11g Release 2 with Star Schema data - A Telco Churn Case Study (pdf) (Zip files)
red-arrow-boxDSS Performance in Oracle Database 10g Release 2 (pdf)
red-arrow-boxSupport Vector Machines in Oracle Database 10g (pdf)
red-arrow-boxData Mining-Based Intrusion Detection (pdf)
red-arrow-boxPerformance Improvement of Model Building in Oracle 11.1 Data Mining (pdf)
red-arrow-boxData-Centric Automated Data Mining (pdf)
red-arrow-boxMining High-Dimensional Data for Information Fusion (pdf)
 
red-arrow-box Oracle Technology Network ODM Discussion Forumred-arrow-boxNew - Oracle Data Mining Blog
red-arrow-boxOracle Data Miner 3.2 Tutorialsred-arrow-boxOracle Data Mining on Twitter
red-arrow-boxOracle Data Miner 4.0 Tutorialsred-arrow-boxWikipedia Entry
red-arrow-boxSpreadsheet Add-In for Predictive Analyticsred-arrow-boxSample Programs
red-arrow-boxODM Documentation
red-arrow-box2-Day Oracle University Coursered-arrow-box 
Attend BIWA (BI, DW & Analytics) Summit User Group Event, Jan 27-29, 2015 at Oracle HQ


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