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.
1. Introduction to IBM SPSS Modeler
2. Collect initial data
3. Understand the data
4. Set the unit of analysis
5. Integrate data
6. Transform fields
7. Further field transformations
8. Examine relationships
9. Introduction to modeling
10. Improve efficiency