This course provides a broad introduction to the key ideas in data analytics and mining. This course teaches the underlying principles required to discover and analyze patterns and relationships in structured and unstructured data. Explore, analyze and leverage data and turn it into valuable, actionable information for analysis. Topics include regression methods, classification, prediction approaches, association rules, clustering analysis, and outlier detection.