IBM SPSS Modeler Foundations (v18.2)

This course provides the foundations of using IBM SPSS Modeler and introduces the participant to data science. The principles and practice of data science are illustrated using the CRISP-DM methodology. The course provides training in the basics of how to import, explore, and prepare data with IBM SPSS Modeler v18.2, and introduces the student to modeling.

    Jul 12 2021

    Date: 07/12/2021 - 07/13/2021 (Monday - Tuesday) | 9:00 AM - 5:00 PM (EST)
    Location: ONLINE (Virtual Classroom Live)
    Delivery Format: VIRTUAL CLASSROOM LIVE Request Quote & Enroll

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    IBM SPSS Modeler Foundations (v18.2)

    July 12 - 13, 2021 | 9:00 AM - 5:00 PM (EST) | Virtual Classroom Live


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    Aug 2 2021

    Date: 08/02/2021 - 08/03/2021 (Monday - Tuesday) | 9:00 AM - 5:00 PM (EST)
    Location: ONLINE (Virtual Classroom Live)
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    IBM SPSS Modeler Foundations (v18.2)

    August 2 - 3, 2021 | 9:00 AM - 5:00 PM (EST) | Virtual Classroom Live


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    Aug 23 2021

    Date: 08/23/2021 - 08/24/2021 (Monday - Tuesday) | 9:00 AM - 5:00 PM (EST)
    Location: ONLINE (Virtual Classroom Live)
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    IBM SPSS Modeler Foundations (v18.2)

    August 23 - 24, 2021 | 9:00 AM - 5:00 PM (EST) | Virtual Classroom Live


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    Sep 13 2021

    Date: 09/13/2021 - 09/14/2021 (Monday - Tuesday) | 9:00 AM - 5:00 PM (EST)
    Location: ONLINE (Virtual Classroom Live)
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    IBM SPSS Modeler Foundations (v18.2)

    September 13 - 14, 2021 | 9:00 AM - 5:00 PM (EST) | Virtual Classroom Live


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    Oct 4 2021

    Date: 10/04/2021 - 10/05/2021 (Monday - Tuesday) | 9:00 AM - 5:00 PM (EST)
    Location: ONLINE (Virtual Classroom Live)
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    IBM SPSS Modeler Foundations (v18.2)

    October 4 - 5, 2021 | 9:00 AM - 5:00 PM (EST) | Virtual Classroom Live


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    Oct 25 2021

    Date: 10/25/2021 - 10/26/2021 (Monday - Tuesday) | 9:00 AM - 5:00 PM (EST)
    Location: ONLINE (Virtual Classroom Live)
    Delivery Format: VIRTUAL CLASSROOM LIVE Request Quote & Enroll

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    IBM SPSS Modeler Foundations (v18.2)

    October 25 - 26, 2021 | 9:00 AM - 5:00 PM (EST) | Virtual Classroom Live


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    Nov 15 2021

    Date: 11/15/2021 - 11/16/2021 (Monday - Tuesday) | 9:00 AM - 5:00 PM (EST)
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    IBM SPSS Modeler Foundations (v18.2)

    November 15 - 16, 2021 | 9:00 AM - 5:00 PM (EST) | Virtual Classroom Live


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    Dec 6 2021

    Date: 12/06/2021 - 12/07/2021 (Monday - Tuesday) | 9:00 AM - 5:00 PM (EST)
    Location: ONLINE (Virtual Classroom Live)
    Delivery Format: VIRTUAL CLASSROOM LIVE Request Quote & Enroll

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    IBM SPSS Modeler Foundations (v18.2)

    December 6 - 7, 2021 | 9:00 AM - 5:00 PM (EST) | Virtual Classroom Live


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    Dec 27 2021

    Date: 12/27/2021 - 12/28/2021 (Monday - Tuesday) | 9:00 AM - 5:00 PM (EST)
    Location: ONLINE (Virtual Classroom Live)
    Delivery Format: VIRTUAL CLASSROOM LIVE Request Quote & Enroll

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    IBM SPSS Modeler Foundations (v18.2)

    December 27 - 28, 2021 | 9:00 AM - 5:00 PM (EST) | Virtual Classroom Live


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    Jan 17 2022

    Date: 01/17/2022 - 01/18/2022 (Monday - Tuesday) | 9:00 AM - 5:00 PM (EST)
    Location: ONLINE (Virtual Classroom Live)
    Delivery Format: VIRTUAL CLASSROOM LIVE Request Quote & Enroll

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    IBM SPSS Modeler Foundations (v18.2)

    January 17 - 18, 2022 | 9:00 AM - 5:00 PM (EST) | Virtual Classroom Live


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Introduction to IBM SPSS Modeler

  • Introduction to data science
  • Describe the CRISP-DM methodology
  • Introduction to IBM SPSS Modeler
  • Build models and apply them to new data

Collect initial data

  • Describe field storage
  • Describe field measurement level
  • Import from various data formats
  • Export to various data formats

Understand the data

  • Audit the data
  • Check for invalid values
  • Take action for invalid values
  • Define blanks

Set the unit of analysis

  • Remove duplicates
  • Aggregate data
  • Transform nominal fields into flags
  • Restructure data

Integrate data

  • Append datasets
  • Merge datasets
  • Sample records

Transform fields

  • Use the Control Language for Expression Manipulation
  • Derive fields
  • Reclassify fields
  • Bin fields

Further field transformations

  • Use functions
  • Replace field values
  • Transform distributions

Examine relationships

  • Examine the relationship between two categorical fields
  • Examine the relationship between a categorical and continuous field
  • Examine the relationship between two continuous fields

Introduction to modeling

  • Describe modeling objectives
  • Create supervised models
  • Create segmentation models

Improve efficiency

  • Use database scalability by SQL pushback
  • Process outliers and missing values with the Data Audit node
  • Use the Set Globals node
  • Use parameters
  • Use looping and conditional execution

*Please Note: Course Outline is subject to change without notice. Exact course outline will be provided at time of registration.
  • Collect initial data
  • Understand the data
  • Set the unit of analysis
  • Integrate data
  • Transform fields
  • Further field transformations
  • Examine relationships
  • Introduction to modeling
  • Improve efficiency

 

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