Big data refers to large and diverse data sets that traditional enterprise tools cannot process efficiently. The document outlines the growth of global data, the components of the big data stack, and opportunities across various industries, particularly in telecommunications. It also highlights predictions for the big data analytics market and specific use cases in retail.