IBM SPSS Modeler Foundations (V18.2) - 0A069G

Course Description

Overview
This course provides the foundations of using IBM SPSS Modeler and introduces participants to data science. The principles and practice of data science are illustrated using the CRISP-DM methodology. Participants will learn the basics of importing, exploring, and preparing data with IBM SPSS Modeler v18.2, and will be introduced to modeling.

What will you learn?

  • Introduction to data science and the CRISP-DM methodology.

  • How to import data from various formats and export results.

  • Data auditing and preparation techniques.

  • Field transformations and data integration methods.

  • Basics of building and applying predictive models.

Who is this course for?

  • Data scientists.

  • Business analysts.

  • Individuals new to IBM SPSS Modeler or seeking to learn more about its functionalities.

Prerequisites

  • Knowledge of business requirements.

Curriculum for this course

0 Lessons
Introduction to IBM SPSS Modeler and data science
0 Lessons
Introduction to modeling, including supervised and segmentation models.
0 Lessons
Examining relationships between different types of data fields
0 Lessons
Advanced field transformations and distribution adjustments.
0 Lessons
Field transformations using the Control Language for Expression Manipulation.
0 Lessons
Data integration through appending and merging datasets
0 Lessons
Setting the unit of analysis, removing duplicates, and data aggregation.
0 Lessons
Data auditing, handling invalid values, and defining blanks
0 Lessons
Collecting initial data and understanding field storage and measurement levels.
0 Lessons
Enhancing efficiency with SQL pushback, handling outliers, and using parameters
0 Lessons

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Course rating

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Reviews

  • Ruma Sriwastav

    Cover all my needs

    The course identify things we want to change and then figure out the things that need to be done to create the desired outcome. The course helped me in clearly define problems and generate a wider variety of quality solutions. Support more structures analysis of options.

Skills Offered

Emerging Skills Offered by Alchemy for 2024-2025

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