In today’s data-driven world, predictive analytics has become a cornerstone of strategic decision-making in finance, business operations, and beyond. Machine learning (ML) has revolutionized this field by enabling organizations to forecast trends, mitigate risks, and optimize performance with unprecedented accuracy. From financial markets to supply chain management, ML-powered predictive analytics is transforming industries by extracting valuable insights from vast datasets.