Big data plays a crucial role in modern data science by enabling the analysis of vast and complex datasets that traditional methods cannot handle. It helps uncover patterns, trends, and insights, leading to better decision-making. Big data supports advanced techniques like machine learning and artificial intelligence, driving innovations in various sectors, from healthcare to finance. It also enhances predictive analytics, improves operational efficiency, and fosters personalized services in industries worldwide.