Course Overview
SAS Enterprise Miner Training Details
-
Duration25-30 hours
-
TypeOnline Training
-
IncludesCourse Meterial
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.
- The format is 40% theory, 60% Hands-on.
- It is a 5 days program and extends up to 8hrs each.
- Private Classroom arrenged on request and minimum attendies for batch is 4.
Course Content
- introduction to SAS Enterprise Miner
- creating a SAS Enterprise Miner project, library, and diagram
- defining a data source
- exploring a data source
- cultivating decision trees
- optimizing the complexity of decision trees
- understanding additional diagnostic tools
- autonomous tree growth options
- selecting regression inputs
- optimizing regression complexity
- interpreting regression models
- transforming inputs
- categorical inputs
- polynomial regressions
- introduction to neural network models
- input selection
- stopped training
- other modeling tools
- model fit statistics
- statistical graphics
- adjusting for separate sampling
- profit matrices
- internally scored data sets
- score code modules
- cluster analysis
- market basket analysis
- ensemble models
- variable selection
- categorical input consolidation
- surrogate models
- SAS Rapid Predictive Modeler
- banking segmentation case study
- website usage associations case study
- credit risk case study
- enrollment management case study
Introduction
Accessing and Assaying Prepared Data
Introduction to Predictive Modeling: Predictive Modeling Fundamentals and Decision Trees
Introduction to Predictive Modeling: Regressions
Introduction to Predictive Modeling: Neural Networks and Other Modeling Tools
Model Assessment
Model Implementation
Introduction to Pattern Discovery
Special Topics
Case Studies
Course Calender

23rd Feb
Saturday
7:00 AM IST
Enroll Now

26th Feb
Tuesday
7:00 AM IST
Enroll Now
Review
Score Breakdown
4.6 / 5.0
90% recommend this course
Score Breakdown
-
(58)
-
(132)
-
(89)
-
(58)
-
(9)
Average Rating For
- Content 4.5
- Knowledge 4.5
- Assignment 4.2
- Institute 4.3
- Instructor 4.4
-
Antony Robert
18/03/2016
Great experience! Thanks Ecorptrainings for providing an online learning platform where courses can be taken from anywhere and anytime as per convenience. I attended Workday training and Workday HCM training and both the courses were really good. I would definitely recommend Ecorptrainings Thanks Ecorp
-
Rajesh
18/03/2016
Ecorptrainings is an interactive and innovative way of evangelizing us toward various courses. The best stars for Ecorptrainings lies on the ticket solving and their tailored courses. Instructors are knowledgeable and interactive in teaching. Workday training sessions are well structured with a proper content in helping us to dive. Good course material and structured modules in each course..