Marketing data science is a multidisciplinary field of research and a methodological approach that employs quantitative techniques, statistical modeling, machine learning, and computational analysis to extract insights from marketing data. It investigates complex datasets related to consumer behavior, market dynamics, and campaign performance to optimize marketing strategies, predict outcomes, and inform data-driven decision-making.