Big data refers to the vast amounts of structured and unstructured data that businesses encounter daily, emphasizing the importance of data analysis in decision-making. It is characterized by its volume, velocity, and variety, with examples of its applications in various sectors such as banking and healthcare. The advancement of technologies like Hadoop enables organizations to leverage big data for improved efficiency and profitability.