This course provides you with an overview of data mining and the fundamentals of using IBM SPSS Modeler. The principles and practice of data mining are illustrated using the CRISP-DM methodology. The course structure follows the stages of a typical data mining project, from reading data, to data exploration, data transformation, modeling, and effective interpretation of results. The course provides training in the basics of how to read, explore, and manipulate data with Modeller, and then create and use successful models.
Corporate & private training available
Students get a custom workbook with step-by-step instructions.
Modern computer classroom with a PC for each student to work on.
Small In-Person Classes
Get personalized attention in small groups with an expert instructor in the classroom.
Refresh the course materials within six months for free as long as there's space in the class.
What You'll Learn
- Overview of data mining
- Fundamentals of using SPSS Modeler
- Modeling techniques
- Evaluating and comparing model performance
Full Course SyllabusDownload PDF Outline
Introduction to data mining
The CRISP-DM methodology
Best practices for data mining
The basics of using IBM SPSS Modeler
Reading data files
Auditing and exploring data quality
Searching for relationships among fields
Partitioning data for modeling
Modeling techniques in IBM SPSS Modeler
Creating models with decision trees
Evaluating and comparing model performance
Deploying and using models
Frequently Asked Questions
Do I need to bring a computer?
No. We provide a computer with the necessary software for each attendee. This course is available on Windows PC only.
Are discounts available for this course?
No. This course is not eligible for any discounts.
We offer discounts for packages of classes, including our Excel Bootcamp, SQL Bootcamp, Data Analytics, and PowerPoint Bootcamp.
We also provide discounts for ten or more classes purchased together. Please reach out for more information on our voucher programs.
Does this course come with a book?
Yes. This course includes a complimentary book or manual at no additional cost.
What if I need to retake this course? May I retake it for free?
Yes. You may retake this course for free once within six months, provided that the class is running with an available seat. For more information, visit our policies page.