Data Science in web development involves using data analysis, statistical modeling, and machine learning techniques to extract insights from data generated by web applications. It enhances user experience, personalizes content, optimizes performance, and drives decision-making by analyzing user behavior, trends, and interactions, ultimately improving web services and applications.