Certified Statistical Modelling & Inference
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About This Course
This certification course is meticulously designed to transform you into a highly competent statistical modeller ready to tackle complex data science problems. We move beyond simple descriptive statistics to focus on rigorous predictive and inferential frameworks required in professional quantitative roles. Comprehensive Modelling Frameworks We start with a deep dive into the theoretical underpinnings of Ordinary Least Squares (OLS) regression, addressing assumptions, diagnostics, and regularization techniques (Ridge, Lasso). The course then expands into Generalized Linear Models (GLMs), provi...