Data science plays an important role in many industries. In facing massive amount of heterogeneous data, scalable machine learning and data mining algorithms and systems become extremely important for data scientists. The growth of volume, complexity and speed in data drives the need for scalable data analytic algorithms and systems. In this course, we study such algorithms and systems in the context of individual participants’ applications. For Business leaders, Decision makers including C-level executives, Documentation Officers, Records and Archives Managers, Project managers, HR leaders, Marketing and sales leaders, and Technical sales consultants.