Masterclass Certificate in Decision Tree Applications
-- ViewingNowThe Masterclass Certificate in Decision Tree Applications is a comprehensive course designed to equip learners with essential skills in decision tree analysis. This certification is crucial in today's data-driven world, where businesses are seeking professionals who can make informed decisions based on data analysis.
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โข Introduction to Decision Trees
โข Types of Decision Trees: Classification and Regression Trees
โข Decision Tree Algorithms: ID3, C4.5, CART
โข Building Decision Trees in Python and R
โข Decision Tree Visualization
โข Pruning Decision Trees
โข Ensemble Learning with Decision Trees: Random Forests and Boosting
โข Evaluating Decision Tree Performance
โข Real-World Applications of Decision Trees
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