Explore and analyze data with R

Module
10 Units

Beginner

Developer

Data Scientist

Student

Azure

In this module, you'll explore, analyze, and visualize data by using the R programming language.

Learning objectives

In this module, you'll learn:

Common data exploration and analysis tasks.
How to use R packages such as ggplot2, dplyr, and tidyr to turn raw data into understanding, insight, and knowledge.

Prerequisites

Knowledge of basic mathematics
Some experience programming in R

Introduction min
Exploratory data analysis min
Exercise - Transform data by using dplyr min
Visualize your data min
Exercise - Visualize your data by using ggplot2 min
Examine real-world data min
Exercise - Examine real-world data min
Knowledge check min
Challenge - Data exploration min
Summary min