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.
Certified Analytics Professional (CAP) Cert Prep: Domains 5–7
Overview
Syllabus
Introduction
- Jumpstart your preparation
- What you should know
- Identifying model structures
- Running and evaluating models
- Calibrating models and data
- Integrating the models
- Documenting findings: ROC
- Communicating findings
- 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
- Overview
- Tracking model quality
- Recalibrating the model through validation
- Maintaining the model
- Supporting training activities
- Evaluating the business benefit of the model over time
- Business intelligence
- Methodology selection
- Model building
- Deployment
- Model life cycle management
- Next steps and additional resources
Taught by
Jungwoo Ryoo
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