Google

Data Analysis with R Programming

Google Career Certificates

Top Instructor

607,689 already enrolled

Included withCoursera Plus

Gain insight into a topic and learn the fundamentals.
4.8

(10,481 reviews)

Beginner level

Recommended experience

Flexible schedule
Approx. 33 hours
Learn at your own pace
98%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.8

(10,481 reviews)

Beginner level

Recommended experience

Flexible schedule
Approx. 33 hours
Learn at your own pace
98%
Most learners liked this course

What you'll learn

  • Describe the R programming language and its programming environment.

  • Explain the fundamental concepts associated with programming in R including functions, variables, data types, pipes, and vectors.

  • Describe the options for generating visualizations in R.

  • Demonstrate an understanding of the basic formatting in R Markdown to create structure and emphasize content.

Details to know

Earn a career certificate

Add to your LinkedIn profile

Assessments

37 quizzes, 1 assignment

Taught in English

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

Placeholder

Build your Data Analysis expertise

This course is part of the Google Data Analytics Professional Certificate
When you enroll in this course, you'll also be enrolled in this Professional Certificate.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate from Google
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 5 modules in this course

R is a programming language that can help you in your data analysis process. In this part of the course, you’ll learn about R and RStudio, the environment you’ll use to work in R. You’ll explore the benefits of using R and RStudio as well as the components of RStudio that will help you get started.

What's included

6 videos8 readings7 quizzes1 plugin

Using R can help you complete your analysis efficiently and effectively. In this part of the course, you’ll explore the fundamental concepts associated with R. You’ll learn about functions and variables for calculations and other programming. In addition, you'll discover R packages, which are collections of R functions, code and sample data that you’ll use in RStudio.

What's included

8 videos8 readings7 quizzes1 plugin

The R programming language was designed to work with data at all stages of the data analysis process. In this part of the course, you’ll examine how R can help you structure, organize, and clean your data using functions and other processes. You’ll learn about data frames and how to work with them in R. You’ll also revisit the issue of data bias and how R can help.

What's included

8 videos8 readings7 quizzes1 assignment1 plugin

R is a tool well-suited for creating detailed visualizations. In this part of the course, you’ll learn how to use R to generate and troubleshoot visualizations. You’ll also explore the features of R and RStudio that will help you with the aesthetics of your visualizations and for annotating and saving them.

What's included

9 videos7 readings9 quizzes1 plugin

When you’re ready to save and present your analysis, R has different options to consider. In this part of the course, you’ll explore R Markdown, a file format for making dynamic documents with R. You’ll find out how to format and export R Markdown, including how to incorporate R code chunks in your documents.

What's included

8 videos6 readings7 quizzes

Instructor

Instructor ratings
4.8 (3,296 ratings)
Google Career Certificates

Top Instructor

Google
325 Courses10,923,603 learners

Offered by

Google

Recommended if you're interested in Data Analysis

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."

Learner reviews

Showing 3 of 10481

4.8

10,481 reviews

  • 5 stars

    82.50%

  • 4 stars

    13.26%

  • 3 stars

    2.48%

  • 2 stars

    0.74%

  • 1 star

    0.99%

A
5

Reviewed on Nov 26, 2021

JT
5

Reviewed on Sep 8, 2023

LK
5

Reviewed on Dec 23, 2021

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