Developing and Analyzing Statistical Models with R
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 t...Show More
Course Content
Course Introduction
2 Lessons
Introduction to R
14 Lessons
Thoughts on Proper Data Analysis
4 Lessons
Exploratory Data Analysis and Data Summarization
10 Lessons
Introduction to Plotting
10 Lessons
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
You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.
Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That‘s why our courses are text-based.
Start learning immediately instead of fiddling with SDKs and IDEs. It‘s all on the cloud.
Built-in assessments let you test your skills. Completion certificates let you show them off.