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Lecture
House Price Regressions: Exploring OLS Assumptions
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Understanding Data Attributes
Covers the analysis of various data attributes and linear regression models.
Data-Driven Modeling: Regression
Introduces data-driven modeling with a focus on regression, covering linear regression, risks of inductive reasoning, PCA, and ridge regression.