Masterclass Certificate in Decision Trees for Marketing Analytics
-- ViewingNowThe Masterclass Certificate in Decision Trees for Marketing Analytics is a comprehensive course that equips learners with essential skills to leverage decision trees in marketing analytics. This certification is crucial in today's data-driven world, where businesses rely heavily on data to make informed decisions.
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Unit 1: Introduction to Decision Trees in Marketing Analytics
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Unit 2: Fundamentals of Decision Trees
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Unit 3: Data Preparation for Decision Trees
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Unit 4: Building Decision Trees in R/Python
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Unit 5: Decision Trees vs. Other Machine Learning Models
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Unit 6: Pruning Decision Trees
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Unit 7: Ensemble Methods: Random Forest and Boosting
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Unit 8: Advanced Topics: Cost-Sensitive Decision Trees, Multiclass Decision Trees
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Unit 9: Real-World Applications of Decision Trees in Marketing
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Unit 10: Best Practices and Challenges in Decision Tree Implementation
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