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IBM SPSS Modeler Data Analysis for Business Partners v2 Test BAS-012



IBM SPSS Modeler Data Analysis for Business Partners v2

Version: Test BAS-012

Download Test BAS-012: IBM SPSS Modeler Data Analysis for Business Partners v2.

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Publisher: IBM
Date added:
01 Dec 2012
Release Date:
01 Dec 2012
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IBM SPSS Modeler Data Analysis for Business Partners v2

Publisher's description

Download Test BAS-012: IBM SPSS Modeler Data Analysis for Business Partners v2.

Test BAS-012: IBM SPSS Modeler Data Analysis for Business Partners v2

http://www-03.ibm.com/certify/tests/eduBAS-012.shtml

Test information:



Business Understanding (5%)

  1. Review the CRISP methodology

General Operations in Modeler (20%)

  1. Build streams
  2. Run streams
  3. Read different types of files into Modeler

Data Understanding (30%)

  1. Extent of missing data
  2. Outliers
  3. Field distribution and summary statistics
  4. Auto checking for missing and out of bounds data
  5. Bivariate relationships between variables

Data Preparation (40%)

  1. Create new variables with the Derive Node
  2. Create new variables with the Reclassify Node
  3. Combine data files
  4. Restructure data
  5. Aggregate data
  6. Remove duplicates
  7. Sampling cases
  8. Balance data
  9. Data caching
  10. Partitione data
  11. Missing Value replacement

Modeling (5%)

  1. Predictive models
  2. Cluster models
  3. Association models
  4. NOTE:
    Business partners who take this exam are only expected to familiar
    with each class of model and the steps that are necessary to prepare the
    data prior creating the models in the software.


Classroom Course




Course title:
Introduction to IBM SPSS Modeler and Data Mining (v14.2)

Course duration: 2 days

Course number: 0A003

Alternative Option - Instructor-Led Online Course: Introduction to IBM SPSS Modeler and Data Mining (v14.2) - ILO

Abstract: This course provides an overview of data
mining and the fundamentals of using IBM SPSS Modeler. The principles
and practice of data mining are illustrated using the CRISP-DM
methodology. The course structure follows the stages of a typical data
mining project, from reading data, to data exploration, data
transformation, modeling, and effective interpretation of results. The
course provides training in the basics of how to read, explore, and
manipulate data with IBM SPSS Modeler, and then create and use
successful models.




Course title:
Advanced Data Preparation with IBM SPSS Modeler

Course duration: 1 day

Course number: 0A052

Alternative Option - Instructor-Led Online Course: Advanced Data Preparation with IBM SPSS Modeler - ILO

Abstract: In this course, you will examine
additional topics to aid in the preparation of data for a successful
data mining project. You will learn how to partition records from files,
handle missing data, modify fields and create new fields, and work with
dates, strings and sequence data.


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Version History
Version Test BAS-012 added on: 01 Dec 2012

Keywords : Test BAS-012, ibm BAS-012, IBM SPSS, IBM SPSS Modeler Data Analysis for Business Partners v2, download bas-012, pdf bas-012, certification bas-012, Download IBM SPSS Modeler Data Analysis for Business Partners v2 Test BAS-012
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