R Programming Course Training

Introduction to R Programming introduces students to the basics of the R programming language. The goal of the course is to provide students a thorough grasp of the R programming language, including its syntax and applications in data analysis, visualisation, and statistical modelling.

Skills You Will Learn:

• Fundamentals of R programming
• Data structures and manipulation
• Data visualisation
• Statistical modelling and hypothesis testing
• Machine learning algorithms

Syllabus:

• Introduction to R programming
• R programming environment setup
• R syntax and data types
• Variables and functions
• II. Data Structures and Manipulation
• Vectors and matrices
• Data frames and lists
• Reading and writing data
• III. Data Visualization
• Plotting in R
• Creating interactive visualisations
• Using ggplot2 library
• IV. Statistical Modeling and Hypothesis Testing
• Descriptive statistics
• Inferential statistics
• Hypothesis testing
• V. Machine Learning Algorithms
• Regression models
• Classification models
• Clustering algorithms