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Introduction to R Programming
Welcome!
Course Overview
Why R?
R for Data Science
Preparing workspace
Guide to RStudio
Exercise 1 - Introduction to R
Introduction to R: Quiz
Operations-and-variables
Data Types in R
Coding Styles
Comments
Exercise 2 - Basics of R programming
Basics of R programming: Quiz
Vector Creation
Selecting Components from a Vector
Labeling Vector Elements
Calculations with Vectors
Base R functions to use with vectors
Comparing two Vectors
Modifying Vector Components
Exercise 3 - Vectors
Vectors: Quiz
Matrix Introduction and creation
Matrix Metrics and Naming
Selecting Elements
Matrix Arithmetic
Matrices Operations
Matrix modification
Exercise 4 - Matrices
Matrices: Quiz
Array Introduction and Creation
Array Similarities to Matrices
Other Array Operations
Exercise 5 - Arrays
Arrays: Quiz
List Introduction and Creation
List Naming
Selecting List Elements
List Manipulation
List Operations
Exercise 6 - Lists
Lists: Quiz
Factor Introduction and Creation
Setting Factor Levels
Ordering Factors
Converting Factors
Other Considerations
Exercise 7 - Factors
Factors: Quiz
Loop Introduction and Creation
If-else Statements
For Loops
While loops
Repeat loops
Loop Comparison
Exercise 8 - Loops
Loops: Quiz
Function Introduction and Creation
Function Arguments
Nested Functions
Global vs. Local Variables
Exercise 9 - Function
Functions: Quiz
Dataframe Introduction and Creation
Tidyverse
Tibbles
Tidy Data
dplyr and data transformation
Summarizing Dataframes
Exercise 10 - Dataframe
Data Frames: Quiz
Introduction to Mini-Project
Importing Data
Comprehending the Dataset
Tidying Data
Grouping Time Series Analysis Data
Data Visualization
Statistical Analysis
Exercise 11 Mini-project
Mini-project: Quiz
Great Job and Farewell!