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LinkedIn Learning

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

via LinkedIn Learning

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Overview

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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.

Syllabus

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

Taught by

Jungwoo Ryoo

Reviews

4.8 rating at LinkedIn Learning based on 84 ratings

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