Coursera Project Network
Building Statistical Models in R: Linear Regression
Coursera Project Network

Building Statistical Models in R: Linear Regression

Taught in English

Included with Coursera Plus

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Beginner level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.6

(11 reviews)

What you'll learn

  • Build simple and multiple linear regression models

  • Perform model assessment and interpretation of results

  • Perform diagnostic checks to test for model assumptions

Details to know

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Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Beginner level

Recommended experience

2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.6

(11 reviews)

See how employees at top companies are mastering in-demand skills

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Learn, practice, and apply job-ready skills in less than 2 hours

  • Receive training from industry experts
  • Gain hands-on experience solving real-world job tasks
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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:

  1. Getting Started

  2. Import packages & dataset

  3. Explore the dataset

  4. Data Visualization

  5. Model Building

  6. Model Assessment I

  7. Model Assessment II

  8. Model Prediction

  9. Assumptions Check: Diagnostic Plots

  10. Multiple Regression

Recommended experience

Basic knowledge of Statistics and R

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Instructor

Arimoro Olayinka Imisioluwa
Coursera Project Network
36 Courses70,750 learners

Offered by

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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4.6

11 reviews

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    66.66%

  • 4 stars

    25%

  • 3 stars

    8.33%

  • 2 stars

    0%

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    0%

DA
5

Reviewed on Dec 22, 2022

New to Data Analysis? Start here.

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