This guided project is for those who want to learn how to use Julia for linear regression and multiple linear regression. You will learn what linear regression is, how to build linear regression models in Julia and how to test the performance of your model.
Linear Regression and Multiple Linear Regression in Julia
Taught in English
Instructor: Vinita Silaparasetty
Included with
Guided Project
Recommended experience
(17 reviews)
What you'll learn
Learn about linear regression and multiple linear regression.
How to do distribution analysis and correlation analysis
How to calculate the error
Skills you'll practice
Details to know
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Guided Project
Recommended experience
(17 reviews)
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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:
Analyze data to check suitability for linear regression.
Build a linear regression model in Julia
Make predictions using linear regression model
Test the performance of a model in Julia
Calculate the error
Cross-validation
Multiple linear regression
Recommended experience
Learners who are aware of basic data science concepts such as data cleaning and eda, but who do not know about linear regression or Julia.
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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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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.