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Salesforce Certified AI Associate Exam Sample Questions (Q98-Q103):

NEW QUESTION # 98
Cloud Kicks wants to evaluate the quality of its sales data.
Which first step should they take for the data quality assessment?

A. Run a new report or dashboard.
B. Identify business objectives.
C. Plan and align territories,

Answer: B

Explanation:
The first step Cloud Kicks should take for data quality assessment is to identify business objectives. This is crucial because understanding how the company uses customer data to support its business objectives will guide the assessment process1. By identifying the business objectives, Cloud Kicks can determine what customer data is required to support those objectives and how that data is being used. This foundational step is essential before moving on to other aspects of data quality assessment, such as running reports or planning territories. It aligns the data quality initiatives with the company's goals and ensures that the assessment is focused on areas that will drive business value

NEW QUESTION # 99
What are some of the ethical challenges associated with AI development?

A. Potential for human bias in machine learning algorithms and the lack of transparency in AI decision-making processes
B. Implicit transparency of AI systems, which makes It easy for users to understand and trust their decisions
C. Inherent neutrality of AI systems, which eliminates any potential for human bias in decision-making

Answer: A

Explanation:
"Some of the ethical challenges associated with AI development are the potential for human bias in machine learning algorithms and the lack of transparency in AI decision-making processes. Human bias can arise from the data used to train themodels, the design choices made by the developers, or the interpretation of the results by the users. Lack of transparency can make it difficult to understand how and why AI systems make certain decisions, which can affect trust, accountability, and fairness."

NEW QUESTION # 100
What is a key characteristic of machine learning in the context of AI capabilities?

A. Can perfectly mimic human intelligence and decision-making
B. Relies on preprogrammed rules to make decisions
C. Uses algorithms to learn from data and make decisions

Answer: C

Explanation:
Explanation
"Machine learning is a key characteristic of AI capabilities that uses algorithms to learn from data and make decisions. Machine learning is a branch of AI that enables computers to learn from data without being explicitly programmed. Machine learning algorithms can analyze data, identify patterns, and make predictions or recommendations based on the data."

NEW QUESTION # 101
What is one technique to mitigate bias and ensure fairness in AI applications?

A. Excluding data features from the Al application to benefit a population
B. Using data that contains more examples of minority groups than majority groups
C. Ongoing auditing and monitoring of data that is used in AI applications

Answer: C

Explanation:
A technique to mitigate bias and ensure fairness in AI applications is ongoing auditing and monitoring of the data used in AI applications. Regular audits help identify and address any biases that may exist in the data, ensuring that AI models function fairly and without prejudice. Monitoring involves continuously checking the performance of AI systems to safeguard against discriminatory outcomes. Salesforce emphasizes the importance of ethical AI practices, including transparency and fairness, which can be further explored through Salesforce's AI ethics guidelines at Salesforce AI Ethics.

NEW QUESTION # 102
In the context of Salesforce's Trusted AI Principles what does the principle of Empowerment primarily aim to achieve?

A. Empower users to contribute to the growing body of knowledge of leading AIresearch.
B. Empower users to off all skill level to build AI application with clicks, not code.
C. Empower users to solve challenging technical problems using neural networks.

Answer: B

Explanation:
"The principle of Empowerment primarily aims to achieve empowering users of all skill levels to build AI applications with clicks, not code. Empowerment isone of the Trusted AI Principles that states that AI systems should be designed and developed with respect for the empowerment and education of humans. Empowering users means enabling users to access, use, and benefit from AI systems regardless of their technical expertise or background. For example, empowering users means providing tools and platforms that allow users to build AI applications with clicks, not code, such as Einstein Prediction Builder or Einstein Discovery."

NEW QUESTION # 103
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Excellent Salesforce-AI-Associate–100% Free Test Questions Answers | Salesforce-AI-Associate Latest Test Practice

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Salesforce Certified AI Associate Exam Sample Questions (Q98-Q103):

Why Do People Need to Achieve the Salesforce Salesforce-AI-Associate Certification?

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