Overview

Dive into the world of Data Science with the powerful R programming language. This lesson is designed for beginners and intermediate learners who want to harness the capabilities of R for data analysis, visualization, and machine learning.

What You’ll Learn

• Basics of R programming
• Data manipulation with dplyr and tidyr
• Data visualization with ggplot2
• Statistical analysis and hypothesis testing
• Introduction to machine learning with R

Lesson Content

R is a versatile language widely used in data science for its simplicity and extensive libraries. In this lesson, you’ll start by setting up your R environment and learning the syntax. We’ll then explore data manipulation techniques and create stunning visualizations. Finally, you’ll get a taste of machine learning by building a simple predictive model.

Prerequisites

• Basic understanding of programming concepts
• Familiarity with statistics is a plus but not required

Next Steps

• Complete the exercises provided in the lesson
• Explore additional R packages like caret and shiny
• Apply your knowledge to real-world datasets

Start your journey into Data Science with R today and unlock the potential of your data!