This document provides guidance for data analytics learners and managers. It stresses that analysts must define a clear problem and strategy before collecting data. Managers should understand how analytics can help solve their business problems and have a sixth sense of what can be learned from data. The document also notes that domain knowledge is important for accounting for strange results, and that knowledge sharing across organizations leads to better outputs.