Intermediate R
The course continues building programming fundamentals in R programming and data analysis. You will learn how to make use of complex data structures, use custom functions built by other R users, creating your own functions, and how to iterate repeated tasks that scales naturally. You will also learn how to clean messy data to a Tidy form for analysis, and conduct an end-to-end data science workflow.
- Type Learning
- Level Intermediate
- Time Weeks
- Cost Free
Skills
Earning Criteria
-
Apply tools for Tidying data to get a messy dataset into analysis-ready form, via data recoding, data transformations, and data subsetting.
-
Describe the data science workflow and how a data analysis project fits into the workflow.
-
Create simple, custom functions that can be reused throughout an analysis.
-
Understand the need for using iteration in programming to reduce repeated code and implement simple repeated tasks.