Skip to main content

Individual Course

Data Science: Visualization

Course Length

8 weeks

1-2 hours a week

Featuring faculty from:

Harvard T.H. Chan School of Public Health LogoHarvard T.H. Chan School of Public Health

Enroll as Individual

Certificate Price:

$ 219

Enroll as Individual

Certificate Price:

$ 219

In this online course taught by Harvard Professor Rafael Irizarry, learn basic data visualization principles and how to apply them using ggplot2.

As part of our Professional Certificate Program in Data Science, this course covers the basics of data visualization and exploratory data analysis. We will use three motivating examples and ggplot2, a data visualization package for the statistical programming language R. We will start with simple datasets and then graduate to case studies about world health, economics, and infectious disease trends in the United States.

We'll also be looking at how mistakes, biases, systematic errors, and other unexpected problems often lead to data that should be handled with care. The fact that it can be difficult or impossible to notice a mistake within a dataset makes data visualization particularly important.

The growing availability of informative datasets and software tools has led to increased reliance on data visualizations across many areas. Data visualization provides a powerful way to communicate data-driven findings, motivate analyses, and detect flaws. This course will give you the skills you need to leverage data to reveal valuable insights and advance your career.

Self-Guided

EDX

Learning Outcome

How to communicate data-driven findings

Learning Outcome

How to use ggplot2 to create custom plots

Learning Outcome

The weaknesses of several widely-used plots and why you should avoid them

  • Learn from Harvard faculty
  • Do it on your own time
  • Get a certificate, add it to your resume
  • Be part of the Harvard Community
Data Science for Business values

Faculty

Rafael Irizarry

Your Instructor

Rafael Irizarry

Professor of Biostatistics, Harvard T.H. Chan School of Public Health

Rafael Irizarry is a Professor of Biostatistics at the Harvard T.H. Chan School of Public Health and a Professor of Biostatistics and Computational Biology at the Dana Farber Cancer Institute. For the past 15 years, Dr. Irizarry’s research has focused on the analysis of genomics data. During this time, he has also taught several classes, all related to applied statistics. Dr. Irizarry is one of the founders of the Bioconductor Project, an open source and open development software project for the analysis of genomic data. His publications related to these topics have been highly cited and his software implementations widely downloaded.

Read full bio.

Complete your journey with this Professional Certificate Series

These courses can be bundled together to receive a professional certificate at a discounted price.

Learn More
  • 9 Courses
  • 1 Year & 5 Months
  • Earn Your Certificate
An example HarvardX certificate

Ways to take this course

Audit or Pursue a Verified Certificate

A Verified Certificate costs $219 and provides unlimited access to full course materials, activities, tests, and forums. At the end of the course, learners who earn a passing grade can receive a certificate.

⁠Alternatively, learners can Audit the course for free and have access to select course material, activities, tests, and forums. Please note that this track does not offer a certificate for learners who earn a passing grade.

Stay tuned for more

Don’t miss a thing. Subscribe to our newsletter and get updates on exclusive content for Harvard Online learners.

FAQs