Q1. What is the technique to remove the effects of improperly used data from an ML system?
A.Data cleansing.
B. Model inversion.
C. Data de-duplication.
D. Model disgorgement.
Correct Answer: D
Q2. After completing model testing and validation, which of the following is the most important step that an organization takes prior to deploying the model into production?
A.Perform a readiness assessment.
B. Define a model-validation methodology.
C. Document maintenance teams and processes.
D. Identify known edge cases to monitor post-deployment.
Correct Answer: A
Q3. You are a privacy program manager at a large e-commerce company that uses an Al tool to deliver personalized product recommendations based on visitors' personal information that has been collected from the company website, the chatbot and public data the company has scraped from social media. A user submits a data access request under an applicable U.S. state privacy law, specifically seeking a copy of their personal data, including information used to create their profile for product recommendations. What is the most challenging aspect of managing this request?
A.Some of the visitor's data is synthetic data that the company does not have to provide to the data subject.
B. The data subject's data is structured data that can be searched, compiled and reviewed only by an automated tool.
C. The data subject is not entitled to receive a copy of their data because some of it was scraped from public sources.
D. Some of the data subject's data is unstructured data and you cannot untangle it from the other data, including information about other individuals.
Correct Answer: D
Q4. CASE STUDY Please use the following answer the next question: A mid-size US healthcare network has decided to develop an Al solution to detect a type of cancer that is most likely arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that will perform an initial review of all imaging and then route records a radiologist for secondary review pursuant Agreed-upon criteria (e.g., a confidence score below a threshold). To date, the healthcare network has taken the following steps: defined its Al ethical principles: conducted discovery to identify the intended uses and success criteria for the system: established an Al governance committee; assembled a broad, crossfunctional team with clear roles and responsibilities; and created policies and procedures to document standards, workflows, timelines and risk thresholds during the project. The healthcare network intends to retain a cloud provider to host the solution and a consulting firm to help develop the algorithm using the healthcare network's existing data and de-identified data that is licensed from a large US clinical research partner. The most significant risk from combining the healthcare network's existing data with the clinical research partner data is?
A.Privacy risk.
B. Security risk.
C. Operational risk.
D. Reputational risk.
Correct Answer: A
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