About this class
The R programming language was designed to be used for statistical analysis. Today, it's one of the top languages used by data analysts and statisticians. With this 5-day class, you?ll learn the R skills you need to become a successful data analyst, even if you?re new to programming or have never studied statistics.
This class is for anyone who wants to learn how to visualize and present data professionally. The only prerequisite is basic computer literacy because chapters 1 and 2 present the parts of the R programming language that you need to get started with data analysis. Then, the rest of the class shows how to use R to analyze data.
What you'll be able to do
- The essential skills for descriptive analysis.
- The case studies.
- Get started with predictive analysis
- Presentation skills
Before you attend
Before attending this course, students must have:
- Some prior programming experience.
Course outline
Module 1Get started fast
- Introduction to RStudio and R
- More skills for working with R
- How to code your first analysis
Module 2The essential skills for data analysis
- How to visualize data
- How to get data
- How to clean data
- How to prepare data
- More skills for data visualization
Module 3Three case studies
- The Polling analysis
- The Wildfires analysis
- The Basketball Shots analysis
Module 4An introduction to data modeling
- How to work with simple regression models
- How to work with multiple regression models
- How to work with classification models
Module 5Presentation skills
- How to use R Markdown to present an analysis
Download the full outline (PDF)
Run this for a team
Private cohorts run on your dates, at your site or online, with the labs pointed at your environment. Above about four people it usually costs less than buying seats.
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