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Learn Data Science with XLSTAT: Supervised Machine Learning and Prediction

with Jean-Paul Maalouf, Data Science Consultant

This webinar will introduce you to the Supervised Machine Learning which is used to optimize predictive algorithms. Applications in Excel using the XLSTAT statistical software.

Outline Describing data

  1. XLSTAT: who are we?
  2. Statistics: families of tools
  3. Reminder: Statistical Modeling
  4. What is Machine Learning?
  5. The process of Supervised Machine Learning
  6. Cross Validation of a linear regression model
  7. Regression Trees
  8. Random Forests: introduction & regression example
  9. Appendix: Random Forests - building a tree

Video recording:

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