Intelligent Management Accounting

This course is for junior students. It is oriented towards management accounting problems and uses Power BI and Stata as the main tools. The teaching is organized in the order of "understanding the tools - following the demonstration - independent modification - comprehensive application". The first 12 courses revolve around Power BI, helping students complete data acquisition and organization, basic modeling, DAX metric calculation, report visualization and interactive financial analysis. In the following four weeks, Stata introductory training will be conducted to master data import, organization, descriptive statistics, correlation analysis, and interpretation of simple regression results. Teaching emphasizes observing the composition of profits and the details of income, costs and expenses from the perspective of the needs of managers, and pays attention to the differences among various enterprises and industries. Generative AI can be used to sort out and analyze problems, assist in understanding formulas and commands, and optimize textual expression, but students must verify data standards, calculation logic, and conclusions. The course mainly consists of teacher demonstrations, classroom imitations and individual exercises. Reserve about 30 minutes in each class for students to complete exercises or advance their homework.