Description

Explore characteristics of Regression Problems, overfitting, Regularized Regression Models, like Lasso, Ridge, Elastic Net, and Decision Tree Ensemble Models, like Random Forest, Gradient Boosting.

Learning Objectives

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1. Identify the characteristics of regression problems.
2. Identify the characteristics of overfitting.
3. Identify the characteristics of regularized regression models.
4. Identify the characteristics of Decision Tree ensemble models including the random forest and gradient boosting models.?