Step by step explanation of CART decision tree classification using Titanic dataset.
Step by step explanation of CHAID decision trees using the Titanic data set
Linear programming in R along with sensitivity analysis and cool visualizations.
A complete analytical journey of linear regression. From EDA, model building, model diagnostics, residual plots, outlier treatment, co-linearity effects, transformation of variables, model re-building and validation for Boston housing price prediction problem.
A complete walk through of logistic regression. From EDA to model diagnostics with cool plots.