Overview
Our beginner R programming course is part of the Data Mining fundamentals series which is jam-packed with all the background information, technical terminology, and basic knowledge that you will need to hit the ground running.
In this course, you will:
- What data is, the basic vocabulary and data attributes
- Data quality, data noise, missing values and data preprocessing, known as data cleaning
- Different strategies used in data mining such as data aggregation and data sampling
- Feature selection
- Various evaluation measures
- Data Visualization using various plots
Course Contents
1. Fundamentals of R
- Hello World R ProgramPage
- Data TypesPage
- Creating VariablesPage
- R Operators: Arithmetic, Rational, LogicalPage
- Read and Write Data in RPage
2. Objects in R
- Data FramePage
- Working with VectorsPage
- Understanding FactorsPage
3. Functions & Control Statements
- Calling Pre-built FunctionsPage
- Control Statements: For Loop, If, ElsePage
- How to Write a FunctionPage
