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Question 1

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What is a possible outcome of poor data quality?

Question 2

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To avoid introducing unintended bias to an AI model, which type of data should be omitted?

Question 3

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What is an implication of user consent in regard to AI data privacy?

Question 4

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How does data quality impact the trustworthiness of Al-driven decisions?

Question 5

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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?

Question 6

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A developer is tasked with selecting a suitable dataset for training an AI model in Salesforce to accurately predict current customer behavior. What Is a crucial factor that the developer should co

Question 7

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What is a benefit of a diverse, balanced, and large dataset?

Question 8

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What are the three commonly used examples of AI in CRM?

Question 9

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Cloud Kicks wants to optimize its business operations by incorporating AI into its CRM. What should the company do first to prepare its data for use with AI?

Question 10

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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?

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Related questions

Cloud Kicks implements a new product recommendation feature for its shoppers that recommends shoes of a given color to display to customers based on the color of the products from their purchase history. Which type of bias is most likely to be encountered in this scenario?

Why is it critical to consider privacy concerns when dealing with AI and CRM data?

Which features of Einstein enhance sales efficiency and effectiveness?

Which Einstein capability uses emails to create content for Knowledge articles?

What does the term 'data completeness' refer to in the context of data quality?

Which action should be taken to develop and implement trusted generated AI with Salesforce's safety guideline in mind?

An administrator at Cloud Kicks wants to ensure that a field is set up on the customer record so their preferred name can be captured. Which Salesforce field type should the administrator use to accomplish this?

What is a key benefit of effective interaction between humans and AI systems?

A developer has a large amount of data, but it is scattered across different systems and is not standardized. Which key data quality element should they focus on to ensure the effectiveness of the AI models?

Salesforce defines bias as using a person's Immutable traits to classify them or market to them. Which potentially sensitive attribute is an example of an immutable trait?

Question 38 - Certified AI Associate discussion

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What is one technique to mitigate bias and ensure fairness in AI applications?

A.

Ongoing auditing and monitoring of data that is used in AI applications

B.

Excluding data features from the Al application to benefit a population

C.

Using data that contains more examples of minority groups than majority groups

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asked 23/09/2024

ERIK BURDETT

42 questions

User

Your answer: A B C

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