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EncartaLabs

IBM SPSS Modeler for IBM Cloud Pak for Data

( Duration: 1 Day )

The IBM SPSS Modeler for IBM Cloud Pak for Data training course reviews the basics of how to import, explore, and prepare data, and introduces to machine learning models with SPSS Modeler for Cloud Pak for Data.

By attending IBM SPSS Modeler for IBM Cloud Pak for Data workshop, delegates will learn to:

  • Gain introductory knowledge of SPSS Modeler for IBM Cloud Pak for Data
  • Import, integrate and explore the data
  • Transform fields and identify relationships
  • Get an introduction to machine learning models

  • Knowledge of your business requirements

The IBM SPSS Modeler for IBM Cloud Pak for Data class is ideal for:

  • Those who are new to IBM SPSS Modeler for IBM Cloud Pak for Data or want to find out more about using it

COURSE AGENDA

1

Introduction to SPSS Modeler for IBM Cloud Pak for Data

  • Introduction to data science
  • Describe the CRISP-DM methodology
  • Introduction to SPSS Modeler
  • Build models and apply them to new data
2

Import and explore the data

  • Describe key terms in working with data
  • Import and export data
  • Audit the data
  • Define missing values
3

Integrate data

  • Identify the unit of analysis
  • Remove duplicate records and aggregate data
  • Append and merge datasets
  • Append and merge datasets with incomplete data
4

Transform fields

  • Use the Control Language for Expression Manipulation
  • Derive fields
  • Use functions
  • Reclassify fields
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
6

Introduction to modeling

  • Identify three types of machine learning models
  • Identify three types of supervised models
  • Identify unsupervised models
  • Deploy machine learning models

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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