Git Tutorial for Beginners
Git is the most popular version control system. In this Git tutorial, I’ll show you what exactly Git is & also walk through its important commands such a...
Recent Posts
Durbin Watson Test for checking Residual Autocorrelation
One of the major assumptions of Linear Regression is that there should be no autocorrelation of the residuals. Autocorrelation occurs when the residuals are...
How does SelectKBest work in Feature Selection?
How does SelectKBest, filters out the rest & keeps the best? SelectKBest is a popular feature selection technique that is used to retain relevant featur...
Principal Component Analysis (PCA) to Address Multicollinearity
Multicollinearity is a serious problem to tackle when you are creating a Linear Regression model. There are various popular techniques like variance inflati...
Assumptions of Linear Regression with Python
A lot of us stop once we have created a Linear Regression model with high R-squared or a low RMSE value. Linear Regression works on some key assumptions: ...