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Mastering Linear Regression: Theory & Implementation

This course provides a structured understanding of Linear Regression, covering fundamental theory, assumptions, model building, evaluation metrics, diagnostics, and optimization techniques. It prepares learners to build accurate, interpretable, and reliable regression models using practical implementation in Python and R.

3.9
|51m|10 lessons
Start learning freeCourse free — certificate ₹297
Mastering Linear Regression: Theory & Implementation course

What's included

10

Lessons

51m

Duration

Certificate

What you'll learn

Skills and outcomes you'll walk away with

Linear Regression Basics

Linear Regression Fundamentals

Regression Data Preparation

Linear Regression Model Building

Linear Regression Evaluation

Regression Diagnostics

Course curriculum

10 lessons • 51m total

Mastering Linear Regression: Theory & Implementation10 lessons
1

Linear Regression Basics

5m
2

Linear Regression Fundamentals

7m
3

Regression Data Preparation

4m
4

Linear Regression Model Building

5m
5

Linear Regression Evaluation

6m
6

Regression Diagnostics

5m
7

Regression Optimization

5m
8

Advanced Regression Topics

5m
9

Regression Implementation

4m
10

Regression Best Practices

5m

Certification path

Certification exam

30 multiple-choice questions • 70% passing score required

Verified certificate

Earn a verified PDF certificate with unique verification ID upon completion • ₹297

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