Data science is an interdisciplinary field that combines statistics, machine learning, data analysis, and domain expertise to extract insights and knowledge from data. It involves collecting, cleaning, analyzing, and interpreting large volumes of structured and unstructured data to solve complex problems, make data-driven decisions, and generate actionable insights. Data science is applied in various domains, including business, healthcare, finance, and marketing.