Training in data analytics can open many career doors. It is estimated that 30% of American Corporations do not know how or why they should implement data analytics efforts, yet it is also estimated that 1.5 million managers will need fluency to make policy decisions to optimize company resources. The Certificate version of this program would suit those needs. It is estimated that an additional 140,000 to 190,000 jobs for graduate-trained employees as business analysts, marketing analysts, applications analyst, informatics analysts, and fraud or risk analysts will become available by 2018. The master?s degree would serve those needs.