PRDV420: Resources | Saylor Academy

Topic	Name	Description
	Course Syllabus

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COURSE INTRODUCTION

Course Syllabus

Unit 1: Introduction to R and RStudio

1.1: R and Coding Environments

1.2: Installing and Setting Up R and RStudio

1.3: Command Line and Script

1.4: Functions and Packages

1.5: Management of Code and Other Files

Unit 1 Assessment

Unit 2: Basic Object Types and Operations in R

2.1: Data Types

2.2: Vectors

2.3: Arrays and Matrices

2.4: Lists and Data Frames

Unit 2 Assessment

Unit 3: Data Import and Export

3.1: Data Input via Keyboard or Number Generation

3.2: Loading External Files

3.3: Data Export and Reusing R Data

Unit 3 Assessment

Unit 4: Data Visualization

4.1: Base-R and ggplot2 Graphics

4.2: Creating Histograms

4.3: Creating Scatterplots

4.4: Creating Boxplots

4.5: Creating Time Series Plots

Unit 4 Assessment

Unit 5: Common Statistical Functions

5.1: Single-Sample Summaries

5.2: The t-test

5.3: One-Way ANOVA

5.4: Linear Regression

Unit 5 Assessment

Course Feedback Survey

Certificate Final Exam