Executive Development Programme in Decision Tree Mastery
-- ViewingNowThe Executive Development Programme in Decision Tree Mastery is a certificate course designed to empower professionals with the skills to make data-driven decisions. This program is crucial in today's data-driven world, where businesses rely on accurate predictions and informed decision-making for success.
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โข Introduction to Decision Trees
โข Data Preprocessing for Decision Trees
โข Types of Decision Trees: Classification and Regression
โข Building Decision Trees: Algorithms and Techniques
โข Decision Tree Pruning and Regularization
โข Ensemble Methods: Bagging, Boosting, and Random Forests
โข Advanced Topics: Gradient Boosted Decision Trees and XGBoost
โข Evaluation Metrics for Decision Trees
โข Real-World Applications of Decision Trees
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