Learn how to build a simple linear regression model in this 12-minute tutorial. Explore the process of loading and viewing data, understanding its structure, and generating summary statistics. Visualize the data through plots, construct a linear regression model, and fit the regression line to the plot. Conclude with an analysis of the model summary, gaining practical insights into the fundamentals of linear regression modeling.
Overview
Syllabus
Intro
Loading data
Viewing data
Structure of the data
Summary of the data
Plotting the data
Building linear regression model
Fitting the regression line over the plot
Model summary
Taught by
NPTEL-NOC IITM
