IBM SPSS Modeler Foundations on IBM Cloud Pak for Data (V2.1.X) eLearning – 6X140G WBT

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Details


Course Code: 6X140G

Brand: DS&BA – SPSS

Category: Analytics

Skill Level: Intermediate

Duration: 6.0H

Modality: WBT

 

 

Audience


Clients who are new to IBM SPSS Modeler on IBM Cloud Pak for Data or who want to find out more about using it.

 

Prerequisites


Knowledge of your business requirements

 

Short Summary


This course teaches how to use the IBM SPSS Modeler add-on module on IBM Cloud Pak for Data (also applies to IBM Cloud Pak for Data System, and IBM Cloud Private for Data).

 

Overview


SPSS Modeler is one of the add-on modules on IBM Cloud Pak for Data. This course reviews the basics of how to import, explore, and prepare data, and introduces the student to machine learning models with SPSS Modeler on Cloud Pak for Data. This training also applies to IBM Cloud Pak for Data System and IBM Cloud Private for Data.

 

Topic


Unit 1 Introduction to SPSS Modeler on IBM Cloud Pak for Data 
• Introduction to data science 
• Describe the CRISP-DM methodology 
• Introduction to SPSS Modeler 
• Build and deploy models 

Unit 2 Import and explore the data 
• Describe key terms in working with data 
• Import and export data 
• Audit the data  
• Check for invalid values 
• Define blank values 

Unit 3 Integrate data 
• Identify the unit of analysis 
• De-duplicate, aggregate, create flag fields, transpose data 
• Append and merge datasets 
• Append datasets with incomplete data 
• Merge datasets with incomplete data 

Unit 4 Transform fields 
• Use the Control Language for Expression Manipulation 
• Derive fields 
• Reclassify fields 
• Bin fields 
• Fill fields 

Unit 5 Identify relationships 
• Overview of the nodes to use 
• Explore the relationship between two categorical fields 
• Explore the relationship between a categorical field and a continuous field 
• Explore the relationship between two continuous fields 

Unit 6 Introduction to modeling 
• Identify three types of machine learning models 
• Identify three types of supervised models 
• Identify unsupervised models 
• Deploy machine learning models 

 

Objectives


  • Introduction to SPSS Modeler on IBM Cloud Pak for Data
  • Import and explore the data
  • Integrate data
  • Transform fields
    Identify relationships
    Introduction to modeling
     
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