Course
Learn Linear Regression with R
Learn about the difference between simple linear regression and multiple linear regression in R
This course includes
This course includes
Skill level
IntermediateTime to complete
Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary3 hoursProjects
1Prerequisites
1 courseWe suggest you complete the following courses before you get started with Learn Linear Regression with R:- Learn R
About this course
This course is an introduction to the topic of linear regression and how to implement them using the R programming language. Linear regression models are used in machine learning, so this course serves as an introduction to the topic as well. R is used by professionals in the Data Analysis and Data Science fields as part of their daily work.
Syllabus
Linear Regression In R
Learn about the difference between simple linear regression and multiple linear regression.
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Related resources
- Article
Introduction to Regression Analysis
This article is a brief introduction to the formal theory (otherwise known as Math) behind regression analysis. - Article
What is Scikit-Learn?
Open-source ML library for Python. Built on NumPy, SciPy, and Matplotlib. - Article
Regression vs. Classification
Learn about the two types of Supervised Learning algorithms.
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Learn how to fit and interpret linear regression with a single predictor variableBeginner Friendly2 hours - Free course
How to Choose a Linear Regression Model
Learn about the differences between different regression models and how to decide which one to use.Intermediate1 hour
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Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
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