Global Certificate in Decision Trees: Impactful Outcomes
-- ViewingNowThe Global Certificate in Decision Trees: Impactful Outcomes is a comprehensive course designed to equip learners with essential skills in decision tree analysis. This certification program is critical for professionals seeking to enhance their data analysis and decision-making capabilities.
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โข Decision Trees: Introduction
โข Data Preprocessing for Decision Trees
โข Types of Decision Trees: Classification and Regression Trees
โข Building Decision Trees: Algorithms and Techniques
โข Pruning Decision Trees: Overfitting and Underfitting
โข Decision Trees in Business: Applications and Impactful Outcomes
โข Ensemble Methods: Bagging, Boosting, and Random Forests
โข Evaluation Metrics for Decision Trees: Accuracy, Precision, Recall, F1 Score, ROC Curve
โข Advanced Topics: Decision Tree Optimization and Hyperparameter Tuning
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