This module prepares students with the knowledge and skills in data management. This includes data management concepts applied to analytics, including distributed computations on massive datasets, as well as techniques in preparing data through data collection, profiling, cleaning, structuring, transformation, and validation. Automation will be introduced to facilitate these activities. Finally, an outline of data ethics for organisations will be covered in this module.