Course Code:
rsbspk
Duration:
7 hours
Prerequisites:
- Basic R or Matlab knowledge
- General understanding of trends in data
- Basic understanding of statistical data analysis and graphing
Course Outline:
- Morning
Introduction
• Overview of R programming language
• R Studio overview
• Introduction to data analysis in R studio
Working with data in R
• Data in R
• R data frames
• Working with data frames
• Data wrangling in R
• Data transformation and organization
Introduction to data visualization
• Scatter plots and clusters
• Histograms
• Heat charts
• Categorical data plotting
• Plotting KPIs with data
- Afternoon
Building R Packages
• Basic structure and purpose of an R package
• Create a simple R package skeleton using the devtools package
• DESCRIPTION File
• NAMESPACE File
• Namespace Function Notation
• Loading and attaching a package namespace