Topic: linear-regression

Advance Regression - Ridge, Lasso, Gradient Descent
September 14, 2021

Advance Regression - Ridge, Lasso, Gradient Descent

Constrained Minimization Ridge and Lasso Regression Signature of overfitting in Polynomial Regression Ridge Lasso Unconstrained Minimization…

Multiple Linear Regression
August 26, 2021

Multiple Linear Regression

Purpose Effect of adding more variables on $R^2$ Formulation of Multiple Linear Regression Interpretation of the coefficients Some aspects…

Linear Regression
August 02, 2021

Linear Regression

Table of Contents Table of Contents Purpose What are some examples of Machine Learning Model Types of Models Supervised vs Unsupervised…