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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI System Testing and Evaluation | - Model evaluation and monitoring
| |
| Topic 2: Data Preparation for AI | - Data cleaning and transformation
| |
| Topic 3: Identify Business Needs and Solutions | 26% | - Problem framing and business alignment
|
| Topic 4: AI Model Development and Iteration | - Model building and validation
| |
| Topic 5: Data for AI | - Data identification and governance
| |
| Topic 6: AI Operationalization and Governance | - Deployment and lifecycle management
|
A project team is overseeing the data evaluation for an AI model predicting customer churn. They observed that the model's predictions are biased toward a particular class.
What is an effective technique to mitigate this bias?
Correct Answer: D 🗳️
Explanation: Only visible for iPassleader members. You can sign-up / login (it's free).
A team is retraining a model and creating a new version of that model. What's the most important thing for the team to have in place before doing this?
Correct Answer: D 🗳️
Explanation: Only visible for iPassleader members. You can sign-up / login (it's free).
A project manager at an IT services company needs to present a business case for adopting an AI-driven cost-benefit analysis tool. The objective is to demonstrate the tool's value compared to existing processes. Which method will meet the project manager's objective?
Correct Answer: C 🗳️
Explanation: Only visible for iPassleader members. You can sign-up / login (it's free).
A finance company is planning an AI project to improve fraud detection. The project manager has identified multiple cognitive patterns that can be used. Which method will narrow the project scope?
Correct Answer: B 🗳️
Explanation: Only visible for iPassleader members. You can sign-up / login (it's free).
During the planning phase, a project manager identifies multiple patterns for their AI project.
Which two actions should the project manager do? (Choose two.)
Correct Answer: B,E 🗳️
Explanation: Only visible for iPassleader members. You can sign-up / login (it's free).
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