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Salesforce Certified AI Associate Exam Sample Questions (Q53-Q58):

NEW QUESTION # 53
What should organizations do to ensure data quality for their AI initiatives?

A. Prioritize model fine-tuning over data quality improvements.
B. Collect and curate high-quality data from reliable sources.
C. Rely on AI algorithms to automatically handle data quality issues.

Answer: B

Explanation:
Explanation
"Organizations should collect and curate high-quality data from reliable sources to ensure data quality for their AI initiatives. High-quality data means that the data is accurate, complete, consistent, relevant, and timely for the AI task. Reliable sources mean that the data is trustworthy, credible, and authoritative. Collecting and curating high-quality data from reliable sources can improve the performance and reliability of AI systems."

NEW QUESTION # 54
Cloud Kicks is testing a new AI model.
Which approach aligns with Salesforce's Trusted AI Principle of Incluslvity?

A. Rely on a development team with uniform backgrounds to assess the potential societal implications of the model.
B. Test only with data from a specific region or demographic to limit the risk of data leaks.
C. Test with diverse and representative datasets appropriate for how the model will be used.

Answer: C

Explanation:
"Testing with diverseand representative datasets appropriate for how the model will be used aligns with Salesforce's Trusted AI Principle of Inclusivity. Inclusivity means that AI systems should be designed and developed with respect for diversity and inclusion of different perspectives, backgrounds, and experiences.Testing with diverse and representative datasets can help ensure that the models are fair, unbiased, and representative of the target population or domain."

NEW QUESTION # 55
The Cloud technical team is assessing the effectiveness of their AI development processes?
Which established Salesforce Ethical Maturity Model should the team use to guide the development of trusted AI solution?

A. Ethical AI Process Maturity Model
B. Ethical AI Prediction Maturity Model
C. Ethical AI practice Maturity Model

Answer: A

Explanation:
Explanation
"The Ethical AI Process Maturity Model is the established Salesforce Ethical Maturity Model that the Cloud technical team should use to guide the development of trusted AI solutions. The Ethical AI Process Maturity Model is a framework that helps assess and improve the ethical and responsible practices and processes involved in developing and deploying AI systems. The Ethical AI Process Maturity Model consists of five levels of maturity: Ad Hoc, Aware, Defined, Managed, and Optimized. The Ethical AI Process Maturity Model can help guide the development of trusted AI solutions by providing a roadmap and best practices for achieving higher levels of ethical maturity."

NEW QUESTION # 56
What is a potential source of bias in training data for AI models?

A. The data is collected from a diverse range of sources and demographics.
B. The data is skewed toward is particular demographic or source.
C. The data is collected in area time from sources systems.

Answer: B

Explanation:
Explanation
"A potential source of bias in training data for AI models is that the data is skewed toward a particular demographic or source. Skewed data means that the data is not balanced or representative of the target population or domain. Skewed data can introduce or exacerbate bias in AI models, as they may overfit or underfit the model to a specific subset of data. For example, skewed data can lead to bias if the data is collected from a limited or biased demographic or source, such as a certain age group, gender, race, location, or platform."

NEW QUESTION # 57
Cloud Kicks wants to create a custom service analytics application to analyze cases in Salesforce. The application should rely on accurate data to ensure efficient case resolution.
Whichdata quality dimension Is essential for this custom application?

A. Age
B. Duplication
C. Consistency

Answer: C

Explanation:
"Consistency is the data quality dimension that is essential for creating a custom service analytics application to analyze cases in Salesforce. Consistency means that the data values are uniform and follow a common standard or format across different records, fields, or sources. Consistent data can ensure that the custom application can accurately and efficiently analyze cases and provide meaningful insights."

NEW QUESTION # 58
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Study Anywhere With DumpsKing Portable Salesforce-AI-Associate PDF Questions Format

Salesforce-AI-Associate Labs & Salesforce-AI-Associate Actual Dump

Salesforce Certified AI Associate Exam Sample Questions (Q53-Q58):

Salesforce Certified AI Associate Exam free sure questions & Salesforce-AI-Associate easy download preparation

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