Postgraduate Certificate in Regression Analysis for Data Science
-- ViewingNowThe Postgraduate Certificate in Regression Analysis for Data Science is a comprehensive course that focuses on advanced statistical modeling techniques using regression analysis. This certification equips learners with essential skills to become proficient data scientists, providing a deep understanding of predictive modeling and its applications in real-world scenarios.
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โข Basic Regression Concepts
โข Simple Linear Regression
โข Multiple Linear Regression
โข Regression Diagnostics
โข Generalized Linear Models
โข Logistic Regression
โข Regularization Techniques (Lasso, Ridge, Elastic Net)
โข Non-linear Regression
โข Time Series Analysis
โข Advanced Regression Topics (e.g. Hierarchical, Interaction Terms)
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