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Data Mining and Predictive Modeling

Course Materials

This page provides course materials for teaching data mining and predictive modeling.  Additional materials for teaching regression analysis and modeling can be found here.

Statistics, Data Mining and Predictive Modeling with JMP

Statistics, Data Mining and Predictive Modeling with JMP

See a complete listing of JMP capabilities for statistics, data mining and predictive modeling.

Contact the JMP Academic Team.

One Page Guides and Short How-To Videos

Correlation and Regression

Multivariate Methods

Data Mining

The complete collection of guides and videos can be found at the JMP Learning Library.

Case Studies

From the Business Case Library

From the Analytics Case Library

The complete collection of case studies is available in the JMP Case Study Library.

JMP Scripts and Add-Ins

Teaching Scripts

Collection:  Data Mining Tools Add-Ins

  • This is a collection of add-ins used for data mining and predictive modeling, including add-ins for setting the random seed and changing the cutoff value for classification for a confusion matrix.

Additional scripts for teaching data analysis and modeling can be found on the JMP User Community or in the JMP Sample Scripts directory - go to Help > Sample Data, then click on the Open the Sample Scripts button.

Course Materials from the JMP Education Team at SAS*

*Complementary materials available to qualified instructors for academic course use. The complete listing of courses is here.  To request a set of teaching materials, complete this form.

e-Learning Courses and Instructor Provided Materials

JMP e-Learning Courses

*Complementary materials available to qualified instructors for academic course use. The complete collection of complementary e-learning courses can be found here.

Instructor Provided Materials

Other Information for Teaching and Using JMP

Documentation and Help
  • Online help: jmp.com/help
  • In JMP, Help > Books or Help > JMP Help
Sample Data, Scripts and Add-Ins
Live and Recorded Webinare  
Q&A and Support
Miscellaneous

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