This course enables banking data and analytics professionals to perform end-to-end data analysis in the AI era. Participants analyze real-world banking datasets using Excel, AI copilots, Power BI, and Python under strict governance and confidentiality requirements. Through ten structured modules and a progressive banking capstone case, learners develop validated analytical workflows, build interpretable forecasting and classification models, and communicate insights effectively to management and governance committees.