Advanced analytics refers to sophisticated techniques like machine learning, predictive modeling, data mining, and artificial intelligence (AI) that go beyond traditional data analysis to uncover hidden patterns, predict future trends, and enable proactive, data-driven decision-making for complex business problems. It involves using advanced algorithms and substantial computational power to derive actionable insights from large, complex datasets, ultimately improving efficiency, performance, and competitive advantage.