Chapter 7 Linear Regression, Logistic Regression and Regularization: An Application in International Strategy

Description

During the session, we will use a case study of a U.S. distribution company that is looking to implement a data strategy to better understand the characteristics of its customers. We will discuss the predictive quality of the models and their usefulness in deploying an international strategy.

Concepts discussed :

  • 1 regression methods

  • 2 validation of models in automatic learning

  • 3 analysis of consumer behaviour

  • 4 construction of an informative model for international deployment

Pre-Session Activities/Resources

Session Activities/Resources

Post-session Activities/Resources

General Resources

http://www.win-vector.com/blog/2020/06/linear-and-logistic-regression-in-practical-data-science-with-r-2nd-edition/