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Grammar of Graphics for Linear Model Diagnostic Plots
Python scripts for regression models, using the Scikit-Learn framework: Diagnostic plots, confidence intervals & approximate Shapley values
Performs EDA on fertility rates and national income, fits a simple linear regression model, diagnoses its validity, and use it to make predictions about future fertility based on income
A general understanding of Statistics Basics, Different tests with Different Python Libraries
Generate Data with Hidden Images in Residual Plots