Johns Hopkins University
Tidyverse Skills for Data Science in R Specialization

Give your career the gift of Coursera Plus with $160 off, billed annually. Save today.

Johns Hopkins University

Tidyverse Skills for Data Science in R Specialization

Develop Insights from Data With Tidy Tools. Import, wrangle, visualize, and model data with the Tidyverse R packages

Stephanie Hicks, PhD
Shannon Ellis, PhD
Carrie Wright, PhD

Instructors: Stephanie Hicks, PhD

3,174 already enrolled

Included with Coursera Plus

Get in-depth knowledge of a subject
4.6

(89 reviews)

Beginner level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.6

(89 reviews)

Beginner level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Organize a data science project

  • Import data from common spreadsheet, database, and web-based formats

  • Wrangle and manipulate messy data and build tidy datasets

  • Build presentation quality data graphics

  • Build predictive machine learning models

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English

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

Placeholder

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Johns Hopkins University
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

Specialization - 5 course series

Introduction to the Tidyverse

Course 17 hours4.4 (42 ratings)

What you'll learn

  • Distinguish between tidy and non-tidy data

  • Describe how non-tidy data can be transformed into tidy data

  • Describe the Tidyverse ecosystem of packages

  • Organize and initialize a data science project

Importing Data in the Tidyverse

Course 215 hours4.7 (44 ratings)

What you'll learn

  • Describe different data formats

  • Apply Tidyverse functions to import data into R from external formats

  • Obtain data from a web API

Skills you'll gain

Category: Data Management
Category: Data Visualization
Category: R Programming
Category: tidying data

Wrangling Data in the Tidyverse

Course 314 hours4.5 (31 ratings)

What you'll learn

  • Apply Tidyverse functions to transform non-tidy data to tidy data

  • Conduct basic exploratory data analysis

  • Conduct analyses of text data

Visualizing Data in the Tidyverse

Course 416 hours4.7 (20 ratings)

What you'll learn

  • Distinguish between various types of plots and their uses

  • Use the ggplot2 R package to develop data visualizations

  • Build effective data summary tables

  • Build data animations for visual storytelling

What you'll learn

  • Describe different types of data analytic questions

  • Conduct hypothesis tests of your data

  • Apply linear modeling techniques to answer multivariable questions

  • Apply machine learning workflows to detect complex patterns in your data

Instructors

Stephanie Hicks, PhD
Johns Hopkins University
5 Courses6,057 learners
Shannon Ellis, PhD
Johns Hopkins University
5 Courses6,057 learners

Offered by

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