# BDA1-B Theoretic Principles of BDA # Background Big data analytics is a fuzzy area that covers many concepts. # Aim * To convey the theory on an application-level that allows the effective application of BDA in HPC. # Outcomes * Describe the key concepts of artificial intelligence and data science. * Describe the general approach of big data tools. * List ethical constraints. * Illustrate the typical data science workflow. * Categorize the different types of diagrams used for visualization. # Subskills