The term "big data" refers to the vast sets of complex data that traditional data processing software cannot adequately handle. Big data is characterized by the three Vs: volume, velocity, and variety. Its significance lies in its potential to reveal patterns, trends, and associations that improve decision-making across multiple industries through techniques like data mining and machine learning.