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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Operationalize AI Solution | 17% | - Manage change, adoption, and governance post-launch - Deploy AI systems into production - Establish monitoring, maintenance, and improvement processes |
| Topic 2: Support Responsible and Trustworthy AI Efforts | 15% | - Manage bias, risk, compliance, and societal impact - Establish ethical and governance frameworks - Ensure fairness, transparency, accountability |
| Topic 3: Identify Business Needs and Solutions | 26% | - Align AI initiatives with organizational strategy - Evaluate feasibility and value of AI solutions - Define requirements, scope, and success criteria |
| Topic 4: Manage AI Model Development and Evaluation | 16% | - Monitor performance, accuracy, and reliability - Oversee model design, training, and validation - Address model drift, explainability, and limitations |
| Topic 5: Identify Data Needs | 26% | - Plan data collection, storage, and infrastructure - Define data requirements and sources - Ensure data quality, privacy, security, and compliance |
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NEW QUESTION # 53
Your model is going to be used for continuous monitoring of machinery, with need for continuous, instant model predictions. What's the most appropriate Model Operationalization approach?
Answer: B
NEW QUESTION # 54
Which of the following best describes the technical definition of Machine Learning?
Answer: D
Explanation:
This is the classic technical definition of machine learning, emphasizing improvement in task performance through experience measured by a performance metric.
NEW QUESTION # 55
In what way would you be using Generative AI if you used the results of the Generative AI solution to improve and accelerate your job?
Answer: B
Explanation:
Using Generative AI results to enhance and accelerate your work represents Augmented Intelligence, where AI assists and amplifies human capabilities without fully replacing human decision-making.
NEW QUESTION # 56
You are being tasked to manage an AI project at your company and you need to identify which project to start with. What's the best way to approach this?
Answer: B
NEW QUESTION # 57
You are leading a project to develop a new predictive maintenance solution. Together with your project team you determine your data needs, see if you have access to the data, and then begin working on the project. Which phase best describes the work you are performing?
Answer: F
NEW QUESTION # 58
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