Data science and modeling involve extracting insights from vast amounts of data using statistical methods, machine learning, and algorithms. It helps businesses make data-driven decisions by building predictive models and identifying patterns. With applications ranging from healthcare to finance, data science drives innovation and enhances problem-solving capabilities.