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| Section | Weight | Objectives |
|---|---|---|
| Identify Business Needs and Solutions | 26% | - Problem framing and business alignment
|
| Data for AI | - Data identification and governance
| |
| Data Preparation for AI | - Data cleaning and transformation
| |
| AI System Testing and Evaluation | - Model evaluation and monitoring
| |
| AI Operationalization and Governance | - Deployment and lifecycle management
| |
| AI Model Development and Iteration | - Model building and validation
|
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NEW QUESTION # 161
A manufacturing company is considering implementing an AI solution to optimize its supply chain.
The project manager needs to determine if AI is necessary for this task. Which action will address the requirements?
Answer: A
Explanation:
Identifying noncognitive versus AI methods helps determine whether the supply chain optimization task truly requires cognitive AI capabilities or can be solved with traditional automation, analytics, or rule-based methods. This ensures AI is used only where it adds meaningful value.
NEW QUESTION # 162
A project manager is preparing a contingency plan for an AI-driven customer service platform.
They need to determine an effective strategy to handle potential system downtimes. Which strategy addresses the project manager's objective?
Answer: A
Explanation:
Implementing a manual override system ensures that critical customer queries can still be handled when the AI platform is unavailable. This provides a practical contingency path that maintains service continuity and reduces operational risk during downtime.
NEW QUESTION # 163
An AI project must comply with strict data protection and industry regulations. The project manager needs to ensure all processes align with legal requirements throughout the lifecycle.
Which stakeholder is most critical to involve continuously?
Answer: A
Explanation:
Legal/compliance ensures adherence to regulatory requirements.
NEW QUESTION # 164
A financial services organization deploys an AI credit-scoring model. Post-deployment monitoring reveals systematic underprediction for a protected demographic group, potentially affecting loan approvals. Stakeholders are concerned about fairness and compliance risks. What should the project manager prioritize FIRST?
Answer: B
Explanation:
A fairness audit identifies root causes before corrective action. Immediate retraining or replacement without diagnosis may worsen bias or introduce compliance issues.
NEW QUESTION # 165
Major factors for the project you are currently working on is around the training time, cost, and complexity of training your models. Which algorithm is not the best choice given these constraints?
Answer: C
Explanation:
Neural networks typically require more training time, computational resources, and complexity compared to other algorithms, making them less suitable when training time, cost, and complexity are major constraints.
NEW QUESTION # 166
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