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| Section | Weight | Objectives |
|---|---|---|
| Data for AI | - Data identification and governance
| |
| Identify Business Needs and Solutions | 26% | - Problem framing and business alignment
|
| AI Model Development and Iteration | - Model building and validation
| |
| 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
|
Question 1
You have been receiving customer data for the past six months. However recently you notice that this data has drastically changed due to the upcoming holiday season. What seems to be taking place?
A. An incomplete milestone list
B. Model Drift
C. Data Drift
D. Lack of stakeholder support
Question 2
Use cognitive technologies/AI when you can't code the rules or you can't scale easily with people or automation. As a good rule of thumb when deciding if AI is right for the project you should:
A. Decide if it's probabilistic or deterministic patterns. If it's deterministic then go with the AI project.
B. Decide if it's a statistics pattern. If it's statistical then go with the AI project.
C. Decide if it's probabilistic or deterministic patterns. If it's probabilistic then go with the AI project.
D. See if simple rules work. If yes, then pick the right AI solution to solve the problem.
Question 3
A project team plans to integrate a third-party foundation model into a customer-facing solution.
The vendor does not disclose training data sources or update schedules.
What risk should the project manager document as highest priority?
A. Vendor pricing may increase over time
B. Integration effort may exceed estimates
C. The model may require additional prompt engineering
D. Unmanaged changes to model behavior and unverifiable data provenance
Question 4
A healthcare AI model achieves high predictive accuracy but lacks transparency in decision- making. Regulators require clear explanations for each prediction to ensure patient safety and trust. What is the primary risk of deploying this model as-is?
A. Reduced system speed
B. Data duplication issues
C. Regulatory non-compliance
D. Increased operational costs
Question 5
Your team is looking to develop an RPA bot to help assist call center agents while on providing support. What type of bot should your team be creating?
A. RPA is not the right solution to this problem
B. Attended bot
C. Unattended bot
D. Augmented Intelligence
Solutions:
| Question 1 Answer: C | Question 2 Answer: C | Question 3 Answer: D | Question 4 Answer: C | Question 5 Answer: B |
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