Intermediate
108 Lessons
23h
Certificate of Completion
Takeaway Skills
Get familiarized with the basics of R via properly structured chapters and assignments.
Hands-on experience in typing along with the instructions will help overcome the "fear of the R prompt."
Learn to analyze data and think critically about data presented in research and the public realm.
Learn how to seek information to help solve problems and errors with the examples provided.
Course Overview
R is a programming language for organizing and analyzing statistical data. R is a popular language for data mining, used for bioinformatics and statistical analysis - an essential skill in the era of big data. This course serves as a comprehensive introduction to the R programming language. You’ll learn to manipulate and analyze data working with a real-world dataset (published in Ecology in 2013). You’ll start with an introduction to data analysis before developing rich experimental designs to collect rel...
Course Content
Course Introduction
Introduction to R
Thoughts on Proper Data Analysis
Exploratory Data Analysis and Data Summarization
Introduction to Plotting
Basic Statistical Analysis Using R
11 Lessons
More Linear Models in R
15 Lessons
Advanced Statistical Analysis Using R
9 Lessons
Mixed-effects Model
10 Lessons
Advanced Data Wrangling and Plotting
11 Lessons
Writing Loops and Functions in R
8 Lessons
Appendix
2 Lessons
Conclusion
2 Lessons
How You'll Learn
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