Introduction
Lecture 1 - Get Started
Lecture 2 - R Basics
Lecture 3 - Data Import
- 10 Data Import
Lecture 4 - Data Manipulation Basics
- 11 Data Manipulation Basics
Lecture 5 - Data Manipulation Advanced
- 12 Join data using dplyr
- 13 Pivot data using tidyr
Lecture 6 - Descriptive Statistics
- 14 Descriptive Statistics
Lecture 7 - Data Visualization Basics
- 15 Introduction to Data Visualization
Lecture 8 - Data Visualization Advanced
Lecture 9 - Strings and Dates
- 21 Strings
- 22 Dates and Times
Lecture 10 - Programming Basics
Lecture 11 - Introduction to Machine Learning
- 26 Machine Learning
Lecture 12 - Quarto
- 27 Quarto Basics
- 28 Quarto Advanced
Lecture 13 - Navigating Data Science Projects Lifecycle
Appendix
- 35 Data Visualization - Other

Lecture 1 - Get Started

flowchart LR
  A(R) --> B(RStudio)
  B --> C(R Packages)