SASInstitute Managing the Model Life Cycle Using ModelOps : A00-440

A00-440 real exams

Exam Code: A00-440

Exam Name: Managing the Model Life Cycle Using ModelOps

Updated: Sep 12, 2026

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SASInstitute A00-440 Exam Syllabus Topics:

SectionWeightObjectives
Develop Model Proposal23-28%- Cost-benefit and risk analysis
- Define business objective and impact
- Alignment with organizational policies
- Deployment and monitoring strategy
Define the ModelOps Framework18-22%- Governance and compliance requirements
- Model lifecycle stages
- ModelOps concepts and principles
- Roles and responsibilities
Model Deployment18-22%- Shadow, canary, blue-green deployment
- API integration and access control
- Deployment environments (on-prem, cloud, containers)
- Batch and real-time scoring pipelines
Model Development and Management23-28%- Model versioning and lineage tracking
- Model training and evaluation
- Champion-challenger comparison
- Model repository and documentation
- Data preparation and preprocessing
Production Operations18-22%- Performance and stability monitoring
- Audit, reporting, and compliance
- Data and concept drift detection
- Alerting and intervention workflows
- Model retraining and updating
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