Hello everyone and welcome to this hands-on guided project on simple linear regression for the absolute beginner. In simple linear regression, we predict the value of one variable Y based on another variable X. X is called the independent variable and Y is called the dependent variable. This guided project is practical and directly applicable to many industries. You can add this project to your portfolio of projects which is essential for your next job interview.
Simple Linear Regression for the Absolute Beginner
Simple Linear Regression for the Absolute Beginner
Instructor: Ryan Ahmed
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4.6
(49 reviews)
Beginner level
Recommended experience
2 hours
Learn at your own pace
Hands-on learning
What you'll learn
Understand the theory and intuition behind simple linear regression models
Build, train and test a simple linear regression model in Sklearn
Perform data cleaning, feature engineering and visualization
Skills you'll practice
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
No downloads or installation required
Only available on desktop
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About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Understand the Problem Statement
Import Libraries and Datasets
Practice Opportunity #1 [Optional]
Perform Data Visualization
Create Training and Testing Datasets
Practice Opportunity #2 [Optional]
Understand the theory behind Simple Linear Regression
Train a simple linear regression model
Practice Opportunity #3 [Optional]
Evaluate Trained Simple Linear Regression Model Performance
Practice Opportunity #4 [Optional]
Final Capstone Project Overview
Final Capstone Project Solution
Recommended experience
Basic math and python programming fundamentals
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Learner reviews
4.6
49 reviews
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Showing 3 of 49
JP
5
Reviewed on Aug 30, 2023
Great learn-by-doing course for Linear Regression topic!
ES
5
Reviewed on Aug 26, 2024
Well explained and well structured. The instructors is knowledgeable.
SN
4
Reviewed on Oct 23, 2022
This is a good course for beginners who are having a background in python. You can understand basics of regression analysis and visualisation.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.