Deloitte Datta analytics

Deloitte Datta analytics

1. the real power of data lies in the use of analytical tools that allow the user to extract useful knowledge and quantify the factors that impact events

   • Customer sentiment analysis, customer churn, geo-spatial analysis of key operation centres, workforce planning, recruiting, or risk- sensing.

2. The analysis of data requires some IT infrastructure to support the work

   • database management systems include SQL, Oracle, Sybase

3. The credit scoring model is a tool that is typically used in the decision-making process of accepting or rejecting a loan

4. CASE STUDY: In this document we outline one important application of advanced analytics

5. model interpretation

6. Advanced analytics refers to a variety of statistical methods that are used to compute likelihoods for an event occurring

7. In order for the model to be able to make accurate forecasts it needs to see enough examples of what constitutes a default

8. management of the database

9. model refirements

10. model perfomance

    • predictive power
    • Godensess of fit
    • confussion matrix

11. Probability of missing a payment

    • Health score
      • Credit scoring model
        • New clients

12. Test the ability to give the correct answer to a new case

13. model interpretation