• Data warehouses and analytical systems
• Data and metadata management
• A wide range of business tasks in the field of universal and investment banking:
• Transfer pricing
• Reasoning about efficiency/profitability of clients and products
• Allocation of funds
• Analyzing product portfolios (credit/depositary)
• Regulatory accountability
• Transaction lifecycle analysis

• Basics of data warehouse
• Data warehouse architecture
• Managing DW&BI projects