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Salesforce Salesforce-AI-Associate Exam Syllabus Topics:

Topic	Details
Topic 1	AI Capabilities in CRM: Get familiar with the benefits of AI and capabilities of CRM.
Topic 2	Data for AI: Questions about the importance of data quality and different elements or components of data quality are related to this topic.
Topic 3	AI Fundamentals: This topic discusses the major principles and applications of AI within Salesforce. It also focuses on different types of AI and their capabilities.
Topic 4	Ethical Considerations of AI: It delves into the ethical challenges of AI such as human bias in machine learning, lack of transparency, etc. The topic also explains how to apply the Trusted AI Principles of Salesforce to given scenarios.

Salesforce Certified AI Associate Exam Sample Questions (Q68-Q73):

NEW QUESTION # 68
How does data quality impact the trustworthiness of Al-driven decisions?

A. High-quality data improves the reliability and credibility of Al-driven decisions, fostering trust among users.
B. The use of both low-quality and high-quality data can improve the accuracy and reliability of AI-driven decisions.
C. Low-quality data reduces the risk of overfitting the model, improving the trustworthiness of the predictions.

Answer: A

NEW QUESTION # 69
Cloud Kicks learns of complaints from customers who are receiving too many sales calls and emails.
Which data quality dimension should be assessed to reduce these communication Inefficiencies?

A. Usage
B. Duplication
C. Consent

Answer: B

Explanation:
Explanation
"Duplication is the data quality dimension that should be assessed to reduce communication inefficiencies.
Duplication means that the data contains multiple copies or instances of the same record or value. Duplication can cause confusion, errors, or waste in data analysis and processing. For example, duplication can lead to communication inefficiencies if customers receive multiple calls or emails from different sources for the same purpose."

NEW QUESTION # 70
A Salesforce administrator creates a new field to capture an order's destination country.
Which field type should they use to ensure data quality?

A. Picklist
B. Number
C. Text

Answer: A

Explanation:
"A picklist field type should be used to ensure data quality for capturing an order's destinationcountry. A picklist field type allows the user to select one or more predefined values from a list. A picklist field type can ensure data quality by enforcing consistency, accuracy, and completeness of the data values."

NEW QUESTION # 71
How is natural language processing (NLP) used in the context of AI capabilities?

A. To cleanse and prepare data for AI implementations
B. To understand and generate human language
C. To interpret and understand programminglanguage

Answer: B

Explanation:
"Natural language processing (NLP) is used in the context of AI capabilities to understand and generate human language. NLP can enable AI systems to interact with humans using natural language, such as speech or text. NLP can also enable AI systems to analyze and extract information from natural language data, such as documents, emails, or social media posts."

NEW QUESTION # 72
What does the term "data completeness" refer to in the context of data quality?

A. The degree to which all required data points are present in the dataset
B. The ability to access data from multiple sources in real time
C. The process of aggregating multiple datasets from various databases

Answer: A

Explanation:
Data completeness is a measure of data quality that assesses whether all required data points are present in a dataset. It checks for missing values or gaps in data necessary for accurate analysis and decision-making. In the context of Salesforce, ensuring data completeness is crucial for the effectiveness of CRM operations, reporting, and AI-driven applications like Salesforce Einstein, which rely on complete data to function optimally. Salesforce provides various tools and features, such as data validation rules and batch data import processes, that help maintain data completeness across its platform. Detailed guidance on managing data quality in Salesforce can be found in the Salesforce Help documentation on data management at Salesforce Help Data Management.

NEW QUESTION # 73
......

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Pass Guaranteed Quiz 2025 Reliable Salesforce Salesforce-AI-Associate: Salesforce Certified AI Associate Exam Pdf Pass Leader

Salesforce Salesforce-AI-Associate Exam | Salesforce-AI-Associate Pdf Pass Leader - 100% Latest Products for your choosing Salesforce-AI-Associate Sample Questions Answers

Salesforce Salesforce-AI-Associate Exam Syllabus Topics:

Salesforce Certified AI Associate Exam Sample Questions (Q68-Q73):

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