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Salesforce Certified AI Associate Exam Sample Questions (Q18-Q23):

NEW QUESTION # 18
A system admin recognizes the need to put a data management strategy in place.
What is a key component of data management strategy?

A. Naming Convention
B. Data Backup
C. Color Coding

Answer: B

Explanation:
Data Backup is a key component of a datamanagement strategy. A data backup is a process of creating and storing copies of data in a separate location or device to prevent data loss or damage in case of a disaster, accident, or malicious attack. A data backup can help ensure data availability, reliability, and security by allowing data to be restored or recovered in the event of a data breach, corruption, or deletion. A data management strategy should include a data backup plan that defines the frequency, scope, method, and location of data backups, as well as the roles and responsibilities of the data backup team.

NEW QUESTION # 19
A data quality expert at Cloud Kicks want to ensure that each new contact contains at least an email address ...
Which feature should they use to accomplish this?

A. Validation rule
B. Duplicate matching rule
C. Autofill

Answer: A

Explanation:
Explanation
"A validation rule should be used to ensure that each new contact contains at least an email address or phone number. A validation rule is a feature that checks the data entered by users for errors before saving it to Salesforce. A validation rule can help ensure data quality by enforcing certain criteria or conditions for the data values."

NEW QUESTION # 20
Cloud Kicks wants to develop a solution to predict customers product interests based on historical data. The company found that employees from one region use a text field to capture the product category, while employees from all other locations use a plckllst.
Which data quality dimension is affected in this scenario?

A. Consistency
B. Accuracy
C. Completeness

Answer: A

Explanation:
Explanation
"Consistency is the data quality dimension that is affected in this scenario. Consistency means that the data values are uniform and follow a common standard or format across different records, fields, or sources.
Inconsistent data can cause confusion, errors, or duplication in data analysis and processing. For example, using different field types for the same attribute can affect the consistency of the data."

NEW QUESTION # 21
How does data quality impact the trustworthiness of Al-driven decisions?

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

Answer: C

Explanation:
Explanation
"High-quality data improves the reliability and credibility of AI-driven decisions, fostering trust among users.
High-quality data means that the data is accurate, complete, consistent, relevant, and timely for the AI task.
High-quality data can improve the performance and reliability of AI systems, as they have enough and correct information to learn from and make accurate predictions. High-quality data can also improve the trustworthiness of AI-driven decisions, as users can have more confidence and satisfaction in using AI systems."

NEW QUESTION # 22
Which AI tool is a web of connections, guided by weights and biases?

A. Mark this item for later review,
B. Rules- based systems
C. Predictive Analytics
D. Neural networks

Answer: D

Explanation:
Neural networks are a key AI tool designed as a web of interconnected nodes, similar to the human brain's structure. Each connection, or synapse, in a neural network is guided by weights and biases that are adjusted during the learning process. These weights and biases determine the strength and influence of one node over another, facilitating complex pattern recognition and decision-making processes. Neural networks are extensively used in machine learning for tasks like image and speech recognition, among others. For more on neural networks in the context of Salesforce AI, see the Salesforce AI documentation on Neural Networks.

NEW QUESTION # 23
......

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Free PDF Quiz Salesforce - Unparalleled Latest Salesforce-AI-Associate Test Notes

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Salesforce Certified AI Associate Exam Sample Questions (Q18-Q23):

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