Masterclass Certificate in Research Regression Modeling
-- ViewingNowThe Masterclass Certificate in Research Regression Modeling is a comprehensive course that equips learners with essential skills for career advancement in data analysis and research fields. This course emphasizes the importance of regression modeling, a crucial statistical technique used to understand the relationship between dependent and independent variables.
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โข Unit 1: Introduction to Regression Modeling
โข Unit 2: Simple Linear Regression
โข Unit 3: Multiple Linear Regression
โข Unit 4: Polynomial Regression
โข Unit 5: Logistic Regression
โข Unit 6: Regularization Techniques (Lasso, Ridge, Elastic Net)
โข Unit 7: Model Selection and Validation
โข Unit 8: Time Series Analysis and Regression
โข Unit 9: Advanced Regression Topics (Generalized Additive Models, Non-linear Regression)
โข Unit 10: Interpreting and Communicating Regression Results
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