Undergraduate Certificate in Model Interpretation for Marketing
-- ViewingNowThe Undergraduate Certificate in Model Interpretation for Marketing is a comprehensive course designed to equip learners with essential skills in interpreting marketing models. This certificate program emphasizes the importance of data-driven decision-making in marketing, highlighting the need for professionals who can interpret and apply marketing model insights effectively.
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โข Introduction to Model Interpretation
โข Data Preprocessing for Model Interpretation
โข Key Concepts in Machine Learning and Model Interpretation
โข Feature Importance Techniques
โข Model Interpretation Methods for Linear Models
โข Model Interpretation Methods for Tree-based Models
โข Model Interpretation Methods for Deep Learning Models
โข Evaluation Metrics for Model Interpretation
โข Ethics and Bias in Model Interpretation
โข Case Studies in Model Interpretation for Marketing
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