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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

  • Classification Trees (Partition):  Video, guide
  • Regression Trees (Partition):  Video, guide
  • Neural Networks:  Video, guide
  • Creating a Validation Column (Holdout Sample):  Video, guide
  • Text Explorer - Describing Unstructured Text Data:  Guide
  • Text Explorer - Analyzing Unstructured Text Data:  Guide
  • Association Analysis (Market Basket Analysis):  Guide
  • Model Comparison and Selection:  Guide

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*

*Use of these complementary materials is strictly limited to course use at degree granting academic institutions.  

Complete the Teaching Material Request form to request JMP teaching materials from SAS (scroll down, click on the link to request teaching materials, enter your SAS Profile, then scroll down to see a listing of JMP courses available for download).

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 Webinars  
Q&A and Support
Miscellaneous

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