CS50's Introduction to Programming with R
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Description
Title: CS50's Introduction to Programming with R
Location: US
Company: Harvard University
About this course:
An introduction to programming using a language called R, a popular language for statistical computing and graphics in data science and other domains. Learn to use RStudio, a popular integrated development environment (IDE). Learn to represent real-world data with vectors, matrices, arrays, lists, and data frames. Filter data with conditions, via which you can analyze subsets of data. Apply functions and loops, via which you can manipulate and summarize data sets. Write functions to modularize code and raise exceptions when something goes wrong. Tidy data with R’s tidyverse and create colorful visualizations with R’s grammar of graphics. By course’s end, learn to package, test, and share R code for others to use. Assignments inspired by real-world data sets.
R
RStudio
Vectors
Matrices
Arrays
Lists
Data Frames
Conditions
Functions
Loops
Exceptions
tidyverse
An introduction to programming using a language called R, a popular language for statistical computing and graphics in data science and other domains.
Duration: 7 weeks
Skills:
- Computational Statistics
- Data Science
- Grammar
- Integrated Development Environments
- R (Programming Language)
- RStudio
- Real World Data
Curriculum:
- R
- RStudio
- Vectors
- Matrices
- Arrays
- Lists
- Data Frames
- Conditions
- Functions
- Loops
- Exceptions
- tidyverse
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