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Practice JMP using these webinar videos and resources. We hold live Mastering JMP Zoom webinars with Q&A most Fridays at 2 pm US Eastern Time. See the list and register. Local-language live Zoom webinars occur in the UK, Western Europe and Asia. See your country site.

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Understanding the Principles for Building Predictive Models


Learn about:

  • Two approaches
    • Global - more stable, less flexible
    • Local - less stable, more flexible
  • Preventing overfitting
  • Linear Regression, Stepwise Regression, Generalized Regression, Penalized Regression
  • Decision Trees, Bootstrap Forests
  • Boosted Trees
  • Neural Networks
  • Importance of test sets and how to use them
  • Comparing and choosing models   

Note: This video uses JMP 14 and JMP Pro 14.


Nice overview! At around the 27 minute mark they start to give a basic overview/introduction to some of the different types of models. I found their explanations to be clear and concise of why to choose one model over the other. 

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