In this class we'll develop strong intuition of the principles driving the modern data ecosystem (database, data transformation, governance, discovery). We'll explore new cloud architectures for data intensive applications and how they impact companies' abilities to deliver. Students will develop an understanding of data intensive systems and analytic processes to enable them to plan, manage and lead effective teams in product & management roles.