Introduction to making more effective marketing decisions through the use of data. Examine sources, collecting and cleansing methods, conducting analyses, and presenting of data. Use real-world data and applications from a variety of industries. Only one of the following may be counted: Business Analytics 372 (Topic 9), 372T (Topic 26), Marketing 354 (Topic 26), 372 (Topic 23).