This course will expose the learner to a broad range of technical skills that are required to prepare data for advanced analysis. Using a combination of theory and practical exercises and case studies, the learner will develop the data acquisition and preparation skills that are a necessary prerequisite to applying advanced statistical modelling, data mining techniques, or machine learning algorithms to their data.