Episode

Create machine learning models with R and tidymodels Ep01: Explore and analyze data with R

Learn Live

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

Learning objectives

  • 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.

Chapters

  • 00:00 - Welcome
  • 02:17 - Learning objectives and introduction
  • 05:19 - Exploratory data analysis
  • 13:30 - Demo: Transform data by using dplyr
  • 37:37 - Visualize your data
  • 42:41 - Demo: Visualize data with R
  • 67:19 - Examine real-world data
  • 69:20 - Knowledge Check
  • 81:13 - Summary and conclusion

Connect

Beginner
Data Scientist
Developer
Student
Azure
R