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Salesforce Salesforce-AI-Associate Exam Syllabus Topics:

Topic	Details
Topic 1	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.
Topic 2	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 3	Data for AI: Questions about the importance of data quality and different elements or components of data quality are related to this topic.
Topic 4	AI Capabilities in CRM: Get familiar with the benefits of AI and capabilities of CRM.

Salesforce Certified AI Associate Exam Sample Questions (Q44-Q49):

NEW QUESTION # 44
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 collected in area time from sources systems.
C. The data is skewed toward is particular demographic or source.

Answer: C

Explanation:
"A potential source of bias in training data for AI models is that the datais 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 modelto 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 # 45
What are predictive analytics, machine learning, natural language processing (NLP), and computer vision?

A. Different types of data models used in Salesforce
B. Different types of automation tools used in Salesforce
C. Different types of AI that can be applied in Salesforce

Answer: C

Explanation:
Predictive analytics, machine learning, natural language processing (NLP), and computer vision are all types of artificial intelligence technologies that can be applied in Salesforce to enhance various aspects of business operations and customer interactions. Predictive analytics uses historical data to make predictions about future events. Machine learning involves algorithms that can learn from and make decisions based on data.
NLP is concerned with the interactions between computers and humans using natural language, and computer vision interprets and processes visual information from the world to make sense of it in the way humans do.
Salesforce harnesses these AI technologies, particularly through its Einstein platform, to provide powerful tools that help businesses automate tasks, make better decisions, and offer more personalized services. For more on how Salesforce utilizes these AI technologies, you can explore the Einstein AI services documentation at Salesforce Einstein.

NEW QUESTION # 46
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:
Explanation
"A picklist field type should be used to ensure data quality for capturing an order's destination country. 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 # 47
A healthcare company implements an algorithm to analyze patient data and assist in medical diagnosis.
Which primary role does data Quality play In this AI application?

A. Reduced need for healthcare expertise in interpreting AI outouts
B. Ensured compatibility of AI algorithms with the system's Infrastructure
C. Enhanced accuracy and reliability of medical predictions and diagnoses

Answer: C

Explanation:
"Data quality plays a crucial role in enhancing the accuracy and reliability of medical predictions and diagnoses. Poor data quality can lead to inaccurate or misleading results, which can have serious consequences for patients' health and well-being. Therefore, it is important to ensure that the dataused for AI applications in healthcare is accurate, complete, consistent, and relevant."

NEW QUESTION # 48
What are some key benefits of AI in improving customer experiences in CRM?

A. Improves CRM security protocols, safeguarding sensitive customer data from potential breaches and threats
B. Fully automates the customer service experience, ensuring seamless automated interactions with customers
C. Streamlines case management by categorizing and tracking customer support cases, identifying topics, and summarizing case resolutions

Answer: C

NEW QUESTION # 49
......

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Salesforce-AI-Associate Latest Exam Practice - Salesforce-AI-Associate Test Result

Salesforce Salesforce-AI-Associate Test Result & Salesforce-AI-Associate Reliable Exam Camp

Salesforce Salesforce-AI-Associate Exam Syllabus Topics:

Salesforce Certified AI Associate Exam Sample Questions (Q44-Q49):

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