This assignment delves into the multifaceted realm of business decision making. It examines the ethical dimensions inherent in such decisions, highlighting the importance of responsible conduct. Furthermore, it explores various statistical techniques used to analyze data and inform decision-making processes. The assignment also introduces multi-criteria decision analysis (MCDM), a systematic approach for evaluating options with multiple, often conflicting, criteria.