Banking Analytics

Course Overview

A practical, industry‑focused course that teaches learners how to apply analytics, data models, and performance metrics within retail, corporate, and digital banking environments. The course covers customer analytics, credit risk, fraud detection, regulatory reporting, product performance, and data‑driven decision‑making using real banking scenarios.

Target Audience

• Banking and financial services professionals

• Data analysts and BI teams working in BFSI

• Risk, compliance, credit, and operations teams

• Students or career switchers entering financial analytics

• Managers seeking to use data for banking decisions

Course Outcomes

• Understand key banking metrics, KPIs, and analytical frameworks

• Analyse customer behaviour, segmentation, and lifetime value

• Apply analytics to credit risk, fraud detection, and collections

• Evaluate product performance across loans, deposits, and cards

• Interpret dashboards and regulatory reports with confidence

• Use data to improve customer experience and operational efficiency

• Apply forecasting and predictive models to banking scenarios

• Support data‑driven decision‑making across banking functions