Course overview
An introduction to the role and application of data science in modern organisations and society. Case studies will be used to demonstrate current best practice as well as common pitfalls. Processes for data collection, analysis, verification and validation. The use of data for modelling, prediction and decision support. An overview of widely used tools for data analysis and modelling.
Course learning outcomes
- Recommend methodologies for the use of data science in business/ in modern organisations and societies
- Analyse data science use to describe best practice in modern organisations and societies
- Analyse issues associated with the use of data for solving complex problems
- Evaluate the tools used in the data science community
- Critique data science solutions against recommended methodologies and best practice, identifying areas for improvement