Certified Analytics Professional (CAP) Cert Prep: Domains 5–7

Need a study guide for the Certified Analytics Professional (CAP) exam? This course helps prepare test takers for the topics covered in exam domains 5–7.

Introduction

• Jumpstart your preparation
• What you should know

1. Domain 5: Model Building

• Identifying model structures
• Running and evaluating models
• Calibrating models and data
• Integrating the models
• Documenting findings: ROC
• Communicating findings

2. Domain 6: Deployment

• Performing business validation of the model
• Developing a deployment plan
• Creating model requirements
• Monitoring and sustaining the model
• Understanding deployment approaches
• DMAIC and CRISP-DM
• Project management approaches

3. Domain 7: Model Life-Cycle Management

• Overview
• Tracking model quality
• Recalibrating the model through validation
• Maintaining the model
• Supporting training activities
• Evaluating the business benefit of the model over time

4. Case Study

• Business intelligence
• Methodology selection
• Model building
• Deployment
• Model life cycle management

Conclusion

• Next steps and additional resources