Masterclass Certificate in Regression Modeling Strategies: Predictive Analytics
-- ViewingNowThe Masterclass Certificate in Regression Modeling Strategies: Predictive Analytics is a comprehensive course that equips learners with essential skills in predictive analytics. This certification focuses on regression modeling strategies, a critical area in data science, and machine learning.
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โข Unit 1: Introduction to Regression Modeling Strategies
โข Unit 2: Simple Linear Regression
โข Unit 3: Multiple Linear Regression
โข Unit 4: Polynomial Regression and Interaction Terms
โข Unit 5: Regularization Techniques (Lasso, Ridge, and Elastic Net)
โข Unit 6: Logistic Regression for Binary Outcomes
โข Unit 7: Penalized Logistic Regression (Lasso, Ridge, and Elastic Net)
โข Unit 8: Model Selection and Evaluation Metrics for Regression
โข Unit 9: Time Series Analysis and Regression
โข Unit 10: Advanced Topics in Regression Modeling (Nonlinear Models, Generalized Additive Models, etc.)
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