This article explores how machine learning in real estate enhances pricing accuracy through ensemble models, highlighting their advantages, data inputs, market applications, and growing influence across modern valuation practices. Discover how machine learning transforms real estate pricing through advanced ensemble models that improve accuracy, insights, and market decision-making.