SAS Enterprise Miner streamlines the data mining process to create highly accurate predictive and descriptive models based on analysis of vast amounts of data from across an enterprise.

• Training by Realtime Expert trainer
• Live Online Classes
• Free study material
• Online virtual Classes available in morning, evening and weekend

Prerequisties

• Attendies should have at least an introductory-level familiarity with basic statistics and regression modeling

Duration

Online

• The format is 40% theory, 60% Hands-on.
• It is a 20 days program and extends up to 2hrs each.

Corporate

• The format is 40% theory, 60% Hands-on.
• It is a 5 days program and extends up to 8hrs each.

Classroom

• Private Classroom arrenged on request and minimum attendies for batch is 4.

Course Content

Introduction

• introduction to SAS Enterprise Miner

Accessing and Assaying Prepared Data

• creating a SAS Enterprise Miner project, library, and diagram
• defining a data source
• exploring a data source

Introduction to Predictive Modeling: Predictive Modeling Fundamentals and Decision Trees

• cultivating decision trees
• optimizing the complexity of decision trees
• understanding additional diagnostic tools
• autonomous tree growth options

Introduction to Predictive Modeling: Regressions

• selecting regression inputs
• optimizing regression complexity
• interpreting regression models
• transforming inputs
• categorical inputs
• polynomial regressions

Introduction to Predictive Modeling: Neural Networks and Other Modeling Tools

• introduction to neural network models
• input selection
• stopped training
• other modeling tools

Model Assessment

• model fit statistics
• statistical graphics
• adjusting for separate sampling
• profit matrices

Model Implementation

• internally scored data sets
• score code modules

Introduction to Pattern Discovery

• cluster analysis
• market basket analysis

Special Topics

• ensemble models
• variable selection
• categorical input consolidation
• surrogate models
• SAS Rapid Predictive Modeler

Case Studies

• banking segmentation case study
• website usage associations case study
• credit risk case study
• enrollment management case study