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Simple Linear Regression Model Building

Offered By: NPTEL-NOC IITM via YouTube

Tags

Linear Regression Courses Data Analysis Courses Data Visualization Courses Statistical Modeling Courses Exploratory Data Analysis Courses Data Preprocessing Courses Model Evaluation Courses

Course Description

Overview

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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.

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

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