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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.

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Use Videos and Resources to Practice JMP, JMP Pro, JMP Clinical and JMP Genomics.

1-hour live Mastering JMP webinars occur most Fridays from January through October. After each session, we hope you will use the video and resources shared by the presenting JMP Systems Engineers to practice what you saw.

Mastering JMP Videos are available here.