Tidyverse Courses and Certifications

Communicating with Data in the Tidyverse

202 ratings at DataCamp

They say that a picture is worth a thousand words.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Machine Learning in the Tidyverse

119 ratings at DataCamp

Build, tune, and evaluate regression and classification models in R using the List Column Workflow, with broom, tidyr, and purrr to manage many models at once.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Network Analysis in the Tidyverse

Learn how to analyze and visualize network data in the R programming language using the tidyverse approach.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Visualizing Data in the Tidyverse

20 ratings at Coursera

Build data graphics in R with ggplot2: choose plot types, customize colors, labels and legends, make tables, and extend with ggrepel, cowplot and gganimate.

• Coursera
• 10 weeks, 2 hours a week
• Self-Paced
• Paid Course

Wrangling Data in the Tidyverse

34 ratings at Coursera

Reshape non-tidy data into tidy data in R: manipulate tables with dplyr, handle factors, dates and strings, apply regular expressions, and run exploratory analyses.

• Coursera
• 6 weeks, 2 hours a week
• Self-Paced
• Paid Course

Modeling Data in the Tidyverse

10 ratings at Coursera

Build statistical and prediction models in R: hypothesis testing, simple and multiple linear regression with lm(), and machine learning workflows with tidymodels on air pollution and complaints data.

• Coursera
• 11 weeks, 2 hours a week
• Self-Paced
• Paid Course

Career Certificate

Expressway to Data Science: R Programming and Tidyverse

56 ratings at Coursera

Learn to program in R with the tidyverse: import and tidy data, craft ggplot2 visualizations, combine data from multiple sources, and produce reproducible research.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Introduction to R Programming and Tidyverse

49 ratings at Coursera

Learn R from scratch: write functions, visualize data with ggplot2, wrangle it with dplyr verbs, and build reproducible reports in RMarkdown.

• Coursera
• 4 weeks, 6 hours a week
• Self-Paced
• Paid Course

R Programming 101

Data Manipulation with R Programming - Tidyverse and Dplyr for Beginners

Master data wrangling with R and tidyverse packages through hands-on manipulation, filtering, cleaning, and transformation techniques for beginners.

• YouTube
• 5 hours 4 minutes
• Self-Paced
• Free Video

Reshaping Data with tidyr

474 ratings at DataCamp

Data in the wild can be scary—when confronted with a complicated and messy dataset you may find yourself wondering, where do I even start?

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

The R Programming Environment

1169 ratings at Coursera

Learn R for data science: master syntax, tidy data principles, tidyverse tools, dates and times, regular expressions for text, and memory-efficient work with large datasets.

• Coursera
• 7 weeks, 4 hours a week
• Self-Paced
• Paid Course

Dealing With Missing Data in R

144 ratings at DataCamp

Missing data is part of any real-world data analysis.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Working with Dates and Times in R

97 ratings at DataCamp

Dates and times are abundant in data and essential for answering questions that start with when, how long, or how often.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

String Manipulation with stringr in R

54 ratings at DataCamp

Character strings can turn up in all stages of a data science project.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Case Study: Exploratory Data Analysis in R

49 ratings at DataCamp

Once you've started learning tools for data manipulation and visualization like dplyr and ggplot2, this course gives you a chance to use them in action on a real dataset.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available