EncartaLabs

FICO Model Builder Scorecard

( Duration: 3 Days )

In FICO Model Builder Scorecard training course delegates will get familiarized with the scripting environment, predictive modeling platform, and integration toolsets. Delegates learn how to import, analyze, and manipulate modeling datasets and build predictive models.

By attending FICO Model Builder Scorecard workshop, delegates will learn to:

  • Describe the process and life cycle of a predictive modeling project
  • Discuss the scorecard theory and methodology
  • Build robust scorecard models using variable binning, automated and manual variable selection, performance inference, score engineering, fitting and scaling
  • Evaluate, track and monitor scorecard models

Knowledge in basic statistical methods, data analysis, analytic modeling, and basic computer programming. Experience in building, evaluating, and validating predictive statistical models with continuous and binary target variables. Ability to create and interpret common statistical reports. Programming or scripting experience preferred.

Predictive Model Developers, Statisticians, Business Analysts

COURSE AGENDA

1

Overview of Predictive Modeling

2

Overview of Model Builder 7

3

Data Import and Analysis

4

Introduction to Scripting in Model Builder

5

Modeling Techniques in Model Builder

6

Introduction to Scorecard Modeling

7

Creating Scorecard Models

8

Variable Binning - Fine Binning

9

Variable Binning - Coarse Binning

10

Building Known Good/Bad Scorecard

11

Performance Inference

12

Score Engineering

13

Scorecard Fitting and Scaling

14

Scorecard Performance Evaluation

15

Model Builder Variable Library

16

Model Export and Deployment

17

Model Tracking and Monitoring

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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