Introduction to Predictive AI with IBM SPSS Modeler

This three-day course is designed to provide a comprehensive understanding of predictive AI models and the practical use of IBM SPSS Modeler. It will cover AI, supervised and unsupervised machine learning algorithms, and the principles and practice of building a Predictive AI model. The course is structured to ensure that you not only grasp the theoretical concepts but also learn how to apply them in real-world scenarios.

The course topics are listed below:

• What is AI?
• What is Machine Learning, Deep Learning and Generative AI?
• Get started with a Methodology
• The Basics of Using Modeler
• Reading Data Files
• Data Understanding for Predictive AI
• Data Preparation for Predictive AI
• Overview of Predictive AI Models and Building a Model
• Automating Models for Binary Outcomes
• Automating Models for Numeric Outcomes
• Model Understanding
• Comparing and Combining Models
• Deploying and Using Models

Course attendees will receive sample data files and step-by-step exercises that can be completed following the course.

Best for: Those who are new to Modeler or have used it in the past, and would like a complete overview of this powerful tool.