Masterclass Certificate in Decision Trees Analysis: Precision in Analysis
-- ViewingNowThe Masterclass Certificate in Decision Trees Analysis: Precision in Analysis is a comprehensive course that equips learners with essential skills in data analysis using decision trees. This course is critical for professionals working in data analysis, business intelligence, machine learning, and artificial intelligence.
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โข Introduction to Decision Trees Analysis
โข Types of Decision Trees: Classification and Regression Trees
โข Data Preparation for Decision Trees
โข Building Decision Trees in R and Python
โข Decision Trees Hyperparameter Tuning
โข Evaluation Metrics for Decision Trees
โข Pruning Decision Trees: Cost Complexity Pruning and Reduced Error Pruning
โข Ensemble Methods: Random Forests and Boosting
โข Real-World Applications of Decision Trees Analysis
โข Best Practices and Pitfalls in Decision Trees Analysis
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