Course: Learn R
- 1 Introduction to R & Environment Setup
- 2 R Fundamentals: Variables & Core Data Types
- 3 Data Structures: Organizing Your Data
- 4 Control Flow: Making Decisions in Code
- 5 Functions: Reusable Code Blocks
- 6 Data Import and Export: Moving Data In and Out
- 7 Data Manipulation with dplyr (The Tidyverse)
- 8 Data Tidying with tidyr
- 9 Data Visualization with ggplot2
- 10 Exploratory Data Analysis (EDA) & Basic Statistics
- 11 String Manipulation with stringr
- 12 Working with Dates and Times (lubridate)
- 13 Functional Programming with purrr
- 14 Predictive Modeling Basics (tidymodels)
- 15 Reporting and Communication