Big data refers to the vast volumes of structured and unstructured data generated at high velocity from various sources, necessitating advanced methods for storage, processing, and analysis to extract meaningful insights. It is crucial for making informed decisions in fields like business, healthcare, and technology, driving innovation and competitive advantage.