Data Science and Machine Learning Using R

This programme is a foundational programme in Data Science and Machine Learning methods using the statistical software R, aimed at business management practitioners.

The programme covers a wide range of statistical and machine learning methodologies for data analysis, as well as data visualisation, storytelling with data, exploratory data analysis, and their respective business and managerial applications.

Participants will be able to analyse a wide range of data types emerging from various situations, using appropriate tools and methods followed by interpreting the corresponding results and data-driven decision-making. The course also covers the basics of R  programming. Participants shall also be trained in generating dynamic reports for their data-analytics exercises using R Markdown and Quarto.

Objectives:

• Learn fundamentals of R programming for data science and machine learning including data visualization and exploratory data analysis.
• Learn statistical modelling and machine learning using
• Hands-on experience in making data-driven decisions from contemporary