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IBM P1000-022 Exam is an ideal certification exam for individuals who are interested in pursuing a career in machine learning or data science. Those who obtain this certification will distinguish themselves from candidates who do not and demonstrate their expertise in building, deploying, and managing machine learning models using Watson OpenScale.
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IBM P1000-022 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Watson OpenScale Overview and Architecture | 20% | - Supported environments and integrations - System components and architecture - Core concepts and value proposition |
| Explainability and Transparency | 15% | - Global and local model explanations - Compliance and regulatory requirements - Decision traceability and reporting |
| Integration and Administration | 15% | - Alerting, logging, and troubleshooting - Integration with IBM Cloud Pak for Data - Lifecycle management and best practices |
| Model Monitoring and Fairness | 25% | - Accuracy and performance tracking - Data drift and model quality monitoring - Bias detection and mitigation |
| Deployment and Configuration | 25% | - Connecting to model engines and data sources - Service configuration and user management - Installation and setup |
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