Coursera Project Network
Data Analysis in R: Predictive Analysis with Regression
Coursera Project Network

Data Analysis in R: Predictive Analysis with Regression

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

Recommended experience

2 hours
Learn at your own pace
Hands-on learning
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level

Recommended experience

2 hours
Learn at your own pace
Hands-on learning

What you'll learn

  • Describe the data set (checking the structure of the dataset, checking for missing values, checking for correlations, basic data visualizations)

  • Build regression models and interpret the results

  • Predict new values using the regression model

Details to know

Earn a career certificate

Add to your LinkedIn profile

Taught in English
No downloads or installation required

Only available on desktop

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

Placeholder

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
  • Build confidence using the latest tools and technologies
Placeholder

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. Import packages and dataset

  2. Use R functions to describe the data

  3. Create data visualization using ggplot

  4. Practice Activity - Load and describe a dataset

  5. Build a simple regression model

  6. Perform diagnostic checks on fitted model

  7. Perform model fit assessment - Part 1

  8. Perform model fit assessment - Part 2

  9. Build a simple regression model with transformation

  10. Make predictions using fitted model

  11. Build a multiple regression model

  12. Portfolio Activity - Create a model to predict house prices in Iowa

Recommended experience

Familiar with R for describing data

12 project images

Instructor

Arimoro Olayinka Imisioluwa
Coursera Project Network
24 Courses45,925 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.

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Data Analysis? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions