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| Section | Weight | Objectives |
|---|---|---|
| Operationalize AI Solution | 17% | - Deploy AI systems into production - Manage change, adoption, and governance post-launch - Establish monitoring, maintenance, and improvement processes |
| Identify Business Needs and Solutions | 26% | - Evaluate feasibility and value of AI solutions - Define requirements, scope, and success criteria - Align AI initiatives with organizational strategy |
| Identify Data Needs | 26% | - Define data requirements and sources - Ensure data quality, privacy, security, and compliance - Plan data collection, storage, and infrastructure |
| Manage AI Model Development and Evaluation | 16% | - Address model drift, explainability, and limitations - Monitor performance, accuracy, and reliability - Oversee model design, training, and validation |
| Support Responsible and Trustworthy AI Efforts | 15% | - Establish ethical and governance frameworks - Ensure fairness, transparency, accountability - Manage bias, risk, compliance, and societal impact |
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NEW QUESTION # 196
A fraud detection model is evaluated on a dataset in which 0.4 percent of transactions are fraudulent. The model reports 99.6 percent accuracy.
How should the project manager interpret this result?
Answer: C
Explanation:
With a severely imbalanced class distribution, a model that predicts the majority class for every record would achieve similar accuracy while detecting no fraud. Precision, recall, and F1 score reveal whether the model actually identifies the minority class of interest.
NEW QUESTION # 197
Your team is looking to develop an RPA bot to help with back-office processes such as data entry.
What type of bot should your team be creating?
Answer: B
NEW QUESTION # 198
You're being told by upper management that you need to manage a new AI project. You need to determine the AI project fit to make sure you're actually solving a real business problem. During phase I: Business Understanding, you should consider at least one of the following (Select all that apply):
Answer: B,C,D,F
NEW QUESTION # 199
A project manager at a consulting firm is tasked with facilitating the creation of an AI-driven predictive maintenance system for a manufacturing client. Identifying data sources and locations is crucial for the project's success. Which method will help to ensure the project manager meets the objectives?
Answer: B
Explanation:
Creating a detailed data flow diagram helps identify where data comes from, where it is stored, how it moves between systems, and how it will be used in the predictive maintenance solution.
This directly supports locating and validating the required data sources for the AI project.
NEW QUESTION # 200
As an organization building an AI solution for your current customers based in NYC, but with possible plans for future expansion, how should you handle worldwide AI laws and regulations?
Answer: B
Explanation:
It is essential to comply with relevant data, privacy, and AI laws not only in the current operating region but also in regions targeted for expansion, ensuring legal readiness and avoiding future compliance risks.
NEW QUESTION # 201
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