Based on this shift and spike, this course provides the foundation needed for knowledge workers to work with data. It provides the preliminary tools of business data analysis including summarizing variables and descriptive statistics, types of variables, relationships, data visualization using tables and charts, project analysis steps and an introduction to data mining. The course involves learning useful Excel tools such as pivot tables and charting with applications on all of the analytical techniques.