Course overview
This course will provide students with comprehensive skills in Python and R programming for effective data analytics. Through hands-on instruction, students will learn to load data, perform data manipulations, conduct analysis using appropriate statistical testing methods, create data visualisations, and report findings in both Python and R environments. The Python programming language - program control constructs, data structures, calling R from Python. The R programming language - statistical analysis and visualisation of large data sets.
Course learning outcomes
- Attain proficiency in Python and R programming for data analytics.
- Master loading data, data manipulation techniques, and data analysis.
- Apply suitable (and appropriate) statistical testing methods for analysis.