Old Version Data Analyst with R A Data Analyst collects, processes, and creates visualizations in order to gain insights from complex data sets. Learn More

Old Version Data Scientist with R A Data Scientist combines statistical and machine learning techniques with R programming to analyze and interpret complex data. Learn More

Introduction to SQL Master the basics of querying tables in relational databases such as MySQL, SQL Server, and Postg...

Introduction to R Master the basics of data analysis by manipulating common data structures such as vectors, matric...

Joining Data in SQL Join two or three tables together into one, combine tables using set theory, and work with subque...

Intermediate R Continue your journey to becoming an R ninja by learning about conditional statements, loops, and...

Introduction to the Tidyverse Get started on the path to exploring and visualizing your own data with the tidyverse, a powerful...

Data Manipulation in R with dplyr Master techniques for data manipulation using the select, mutate, filter, arrange, and summarise ...

Introduction to Shell The Unix command line helps users combine existing programs in new ways, automate repetitive task...

Writing Functions in R Learn the fundamentals of writing functions in R so you can make your code more readable and auto...

Data Visualization with ggplot2 (Part 1) Learn to produce meaningful and beautiful data visualizations with ggplot2 by understanding the g...

Reporting with R Markdown Learn to create interactive analyses and automated reports with R Markdown.

Data Analysis in Spreadsheets Learn how to analyze data with spreadsheets using functions such as SUM(), AVERAGE(), and VLOOKUP().

Introduction to Importing Data in R In this course, you will learn to read CSV, XLS, and text files in R using tools like readxl and ...

Joining Data in R with dplyr This course will show you how to combine data sets with dplyr's two table verbs.

Supervised Learning in R: Classification In this course you will learn the basics of machine learning for classification.

Intermediate R: Practice Strengthen your knowledge of the topics you learned in Intermediate R with a ton of new and fun e...

Data Visualization with ggplot2 (Part 2) Take your data visualization skills to the next level with coordinates, facets, themes, and best ...

Exploratory Data Analysis in R Learn how to use graphical and numerical techniques to begin uncovering the structure of your data.

Pivot Tables in Spreadsheets Explore the world of Pivot Tables within Google Sheets, and learn how to quickly organize thousan...

Introduction to Spreadsheets Learn the basics of spreadsheets by working with rows, columns, addresses, and ranges.

Working with Dates and Times in R Learn the essentials of parsing, manipulating and computing with dates and times in R.

Introduction to Statistics in Spreadsheets Learn how to leverage statistical techniques using spreadsheets to more effectively work with and...

Intermediate Importing Data in R Parse data in any format. Whether it's flat files, statistical software, databases, or data right...

Case Study: Exploratory Data Analysis in R Use data manipulation and visualization skills to explore the historical voting of the United Nat...

Cluster Analysis in R Develop a strong intuition for how hierarchical and k-means clustering work and learn how to appl...

Unsupervised Learning in R This course provides an intro to clustering and dimensionality reduction in R from a machine lear...

Correlation and Regression in R Learn how to describe relationships between two numerical quantities and characterize these relat...

Importing & Cleaning Data in R: Case Studies In this series of four case studies, you'll revisit key concepts from our courses on importing an...

Introduction to Data in R Learn the language of data, study types, sampling strategies, and experimental design.

Marketing Analytics in Spreadsheets Learn how to ensure clean data entry and build dynamic dashboards to display your marketing data.

Sentiment Analysis in R: The Tidy Way In this course, you will the learn principles of sentiment analysis from a tidy data perspective.

Conditional Formatting in Spreadsheets Learn how to use conditional formatting with your data through built-in options and by creating c...