SAP specializes in enterprise resource planning (ERP), optimizing business processes, and managing operations. In contrast, Data Science focuses on analyzing large datasets, uncovering patterns, and making data-driven predictions. Choosing between them depends on whether you prefer working with business systems and process optimization or with data analysis and machine learning.