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Certified AI Associate — Free Practice Questions

10 free sample questions from a bank of 77, with the correct answers and explanations. No signup required — start practising right now.

1Which type of bias imposes a system's values on others?
  • Association
  • Automation
  • Societal
Answer: B
2A data quality expert at Cloud Kicks wants to ensure that each new contact contains at least an email address or phone number. Which feature should they use to accomplish this?
  • Validation rule
  • Autofill
  • Duplicate matching rule
Answer: A
3In the context of Salesforce's Trusted AI Principles, what does the principle of Empowerment primarily aim to achieve?
  • Empower users of all skill levels to build AI applications with clicks, not code.
  • Empower users to solve challenging technical problems using neural networks.
  • Empower users to contribute to the growing body of knowledge of leading AI research.
Answer: A
4Cloud Kicks wants to use an AI model to predict the demand for shoes using historical data on sales and regional characteristics. What is an essential data quality dimension to achieve this goal?
  • Age
  • Reliability
  • Volume
Answer: A
5A financial institution plans a campaign for preapproved credit cards. How should they implement Salesforce's Trusted AI Principle of Transparency?
  • Communicate how risk factors such as credit score can impact customer eligibility.
  • Flag sensitive variables and their proxies to prevent discriminatory lending practices.
  • Incorporate customer feedback into the model’s continuous training.
Answer: A
6What is a key challenge of human-AI collaboration in decision-making?
  • Leads to more informed and balanced decision-making
  • Creates a reliance on AI, potentially leading to less critical thinking and oversight
  • Reduces the need for human involvement in decision-making processes
Answer: B
7Which best describes the difference between predictive AI and generative AI?
  • Predictive AI and generative AI have the same capabilities but differ in the type of input they receive; predictive AI receives raw data whereas generative AI receives natural language.
  • Predictive AI uses machine learning to classify or predict outputs from its input data whereas generative AI does not use machine learning to generate its output.
  • Predictive AI uses machine learning to classify or predict outputs from its input data whereas generative AI uses machine leaning to generate new and original output for a given input.
Answer: C
8What is machine learning?
  • A data model used in Salesforce
  • AI that can grow its intelligence
  • AI that creates new content
Answer: B
9The Cloud Kicks 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 solutions?
  • Ethical AI Prediction Maturity Model
  • Ethical AI Practice Maturity Model
  • Ethical AI Process Maturity Model
Answer: B
10What is a potential source of bias in training data for AI models?
  • The data is collected in real time from source systems.
  • The data is collected from a diverse range of sources and demographics.
  • The data is skewed toward a particular demographic or source.
Answer: C

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