4.Credit Risk Model Validation & Portfolio monitoring
Model Validation best practices
Model validation metrics used in BFSI
Portfolio monitoring using risk baselines
Validating PD, LGD & EAD Model
Implementing Models in production
5. Marketing Analytics
Direct Marketing Models
Customer Lifetime Value models
Loyalty models
Cross sell/upsell modelling
Market Mix modelling
Segmentation Modelling
6.Pricing Analytics
Optimal pricing of products
Enterprise level price optimisations
Revenue models
Introduction to SAS OR
7. Operation & SCM Analytics
Case studies on Shipment
Inventory Forecasting
order Management & CRM
8. HR Analytics
Case studies in Hiring, Retention, Performance Evaluation models
9.Time Series Forecasting
Introduction to time series data, data visualizations, theory of AR, MA, ARMA and ARIMA Models, Modelling ARIMA using R/SAS, Variance Forecasting (ARCH, GARCH Models using R, ECM Model