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EncartaLabs

Applied Analytics using SAS Enterprise Miner

( Duration: 3 Days )

This Applied Analytics using SAS Enterprise Miner training course covers the skills that are required to assemble analysis flow diagrams using the rich tool set of SAS Enterprise Miner for both pattern discovery (segmentation, association, and sequence analyses) and predictive modeling (decision tree, regression, and neural network models).

By attending Applied Analytics using SAS Enterprise Miner workshop, delegates will learn to:

  • Define a SAS Enterprise Miner project and explore data graphically
  • Modify data for better analysis results
  • Build and understand predictive models such as decision trees and regression models
  • Compare and explain complex models
  • Generate and use score code
  • Apply association and sequence discovery to transaction data

  • Familiarity with basic statistics and regression modeling
  • Previous SAS software experience is helpful but not required

The Applied Analytics using SAS Enterprise Miner class is ideal for:

  • Data analysts, qualitative experts, and others who want an introduction to SAS Enterprise Miner

COURSE AGENDA

1

Introduction

  • Introduction to SAS Enterprise Miner
2

Accessing and Assaying Prepared Data

  • Creating a SAS Enterprise Miner project, library, and diagram
  • Defining a data source
  • Exploring a data source
3

Introduction to Predictive Modeling - Predictive Modeling Fundamentals and Decision Trees

  • Cultivating decision trees
  • Optimizing the complexity of decision trees
4

Introduction to Predictive Modeling: Regressions

  • Selecting regression inputs
  • Optimizing regression complexity
  • Interpreting regression models
  • Transforming inputs
  • Categorical inputs
5

Introduction to Predictive Modeling: Neural Networks and Other Modeling Tools

  • Input selection
  • Stopped training
6

Model Assessment

  • Model fit statistics
  • Statistical graphics
  • Adjusting for separate sampling
  • Profit matrices
7

Model Implementation

  • Internally scored data sets
  • Score code modules
8

Introduction to Pattern Discovery

  • Cluster analysis

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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