Business Intelligence characteristics, architecture, models, and processes. Data warehouse: building, maintaining, and accessing techniques. Business Intelligence analysis and ETL methods. Data, Web, and Text mining. Big Data analysis. Business performance management, business processes, and data flows. Emphasis on analytical methodologies for data-driven decision making, the application of consulting approaches to complex business problems, and the utilization of optimization techniques to enhance operational efficiency and strategic outcomes.