Postgraduate Certificate in Decision Tree Analysis
-- ViewingNowThe Postgraduate Certificate in Decision Tree Analysis is a comprehensive course that equips learners with critical skills in data analysis and decision-making. This certificate program is essential for professionals in various industries, including finance, healthcare, marketing, and technology, where data-driven decision-making is vital.
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โข Introduction to Decision Tree Analysis
โข Types of Decision Trees: Classification and Regression Trees
โข Data Preparation for Decision Tree Analysis
โข Building Decision Trees using C4.5 Algorithm
โข Pruning Decision Trees: Cost Complexity Pruning and Reduced Error Pruning
โข Ensemble Methods: Boosting and Bagging
โข Decision Tree Analysis in R and Python
โข Advanced Topics in Decision Tree Analysis: Random Forests and Gradient Boosting Machines
โข Real-world Applications of Decision Tree Analysis
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