Wednesday Aug 06, 2014

New Book: Predictive Analytics Using Oracle Data Miner


Great New Book Now Available:  Predictive Analytics Using Oracle Data Miner, by Brendan Tierney, Oracle ACE Director

If you have an Oracle Database and want to leverage that data to discover new insights, make predictions and generate actionable insights, this book is a must read for you!  In Predictive Analytics Using Oracle Data Miner: Develop & Use Oracle Data Mining Models in Oracle Data Miner, SQL & PL/SQL, Brendan Tierney, Oracle ACE Director and data mining expert, guides the user through the basic concepts of data mining and offers step by step instructions for solving data-driven problems using SQL Developer’s Oracle Data Mining extension.  Brendan takes it full circle by showing the reader how to deploy advanced analytical methodologies and predictive models immediately into enterprise-wide production environments using the in-database SQL and PL/SQL functionality.  

Definitely a must read for any Oracle data professional!

See Predictive Analytics Using Oracle Data Miner, by Brendan Tierney on Amazon.com  



Monday Jul 15, 2013

Oracle Data Miner GUI, part of SQL Developer 4.0 Early Adopter 1 is now available for download on OTN

The NEW Oracle Data Miner GUI, part of SQL Developer 4.0 Early Adopter 1 is now available for download on OTN.  See link to SQL Developer 4.0 EA1.   


The Oracle Data Miner 4.0 New Features are applicable to Oracle Database 11g Release 2 and Oracle Database Release 12c:  See Oracle Data Miner Extension to SQL Developer 4.0 Release Notes for EA1 for additional information  

· Workflow SQL Script Deployment

o Generates SQL scripts to support full deployment of workflow contents

· SQL Query Node

o Integrate SQL queries to transform data or provide a new data source

o Supports the running of R Language Scripts and viewing of R generated data and graphics


· Graph Node

o Generate Line, Scatter, Bar, Histogram and Box Plots



· Model Build Node Improvements

o Node level data usage specification applied to underlying models

o Node level text specifications to govern text transformations

o Displays heuristic rules responsible for excluding predictor columns

o Ability to control the amount of Classification and Regression test results generated

· View Data

o Ability to drill in to view custom objects and nested tables

These new Oracle Data Miner GUI capabilities expose Oracle Database 12c and Oracle Advanced Analytics/Data Mining Release 1 features:

· Predictive Query Nodes

o Predictive results without the need to build models using Analytical Queries

o Refined predictions based on data partitions

· Clustering Node New Algorithm

o Added Expectation Maximization algorithm

· Feature Extraction Node New Algorithms

o Added Singular Value Decomposition and Principal Component Analysis algorithms

· Text Mining Enhancements

o Text transformations integrated as part of Model's Automatic Data Preparation

o Ability to import Build Text node specifications into a Model Build node

· Prediction Result Explanations

o Scoring details that explain predictive result

· Generalized Linear Model New Algorithm Settings

o New algorithm settings provide feature selection and generation

See OAA on OTN pages http://www.oracle.com/technetwork/database/options/advanced-analytics/index.html for more information on Oracle Advanced Analytics.

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Wednesday May 08, 2013

Oracle Advanced Analytics and Data Mining at the Movies on YouTube - Updated August 3, 2015

Updated August 3, 2015

Periodically, I've recorded a demonstration and/or presentation on Oracle Advanced Analytics and Data Mining and have posted them on YouTube.

Here are links to some of more recent YouTube postings--sort of an Oracle Advanced Analytics and Data Mining at the Movies experience.

  1. New Big Data Analyics using Oracle Advanced Analytics12c and Big Data SQL  - Watch on YouTube
  2. New - Oracle Academy Webcast:  Ask the Oracle Experts Big Data Analytics with Oracle Advanced Analytics - Watch YouTube
  3. Oracle Data Miner and Oracle R Enterprise Integration via SQL Query node - Watch Demo
  4. Oracle Data Miner 4.0 (SQL Developer 4.0 Extension) New Features - Watch Demo
  5. Oracle Business Intelligence Enterprise Edition (OBIEE) SampleAppls Demo featuring integration with Oracle Advanced Analytics/Data Mining
  6. Oracle Big Data Analytics Demo mining remote sensor data from HVACs for better customer service 
  7. In-Database Data Mining for Retail Market Basket Analysis Using Oracle Advanced Analytics
  8. In-Database Data Mining Using Oracle Advanced Analytics for Classification using Insurance Use Case
  9. Fraud and Anomaly Detection using Oracle Advanced Analytics Part 1 Concepts
  10. Fraud and Anomaly Detection using Oracle Advanced Analytics Part 2 Demo
  11. Overview Presentation and Demonstration of Oracle Advanced Analytics Database Option

So.... grab your popcorn and a comfortable chair.  Hope you enjoy!

Charlie 

Oracle Advanced Analytics at the Movies

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