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Question 25/37
Which type of bias results from data being labeled according to stereotypes?
Correct Answer: B
"Societal bias results from data being labeled according to stereotypes. Societal bias is a type ofbias that reflects the assumptions, norms, or values of a specific society or culture. For example, societal bias can occur when data is labeled based on gender, race, ethnicity, or religion stereotypes."
- Question List (37q)
- Question 1: What is a potential outcome of using poor-quality data in AI...
- Question 2: Salesforce defines bias as using aperson's Immutable traits ...
- Question 3: What is an example of Salesforce's Trusted AI Principle of I...
- 1 commentQuestion 4: What are some key benefits of AI in improving customer exper...
- Question 5: What is a possible outcome of poor data quality?...
- Question 6: What are the key components of the data quality standard?...
- Question 7: Cloud Kicks relies on data analysis to optimize its product ...
- Question 8: What can bias in AI algorithms in CRM lead to?...
- Question 9: How does a data quality assessment impact business outcome f...
- Question 10: What is the role of Salesforce Trust AI principles in the co...
- Question 11: Cloud kicks wants to develop a solution to predict customers...
- Question 12: Cloud Kicks wants to create a custom service analytics appli...
- Question 13: What is a potential source of bias in training data for AI m...
- Question 14: A data quality expert at Cloud Kicks want to ensure that eac...
- Question 15: In the context of Salesforce's Trusted AI Principles what do...
- Question 16: An administrator at Cloud Kicks wants to ensure that a field...
- Question 17: What is the key difference between generative and predictive...
- Question 18: A healthcare company implements an algorithm to analyze pati...
- Question 19: What is an example of ethical debt?...
- Question 20: What are some of the ethical challenges associated with AI d...
- Question 21: A customer using Einstein Prediction Builder is confused abo...
- Question 22: A system admin recognizes the need to put a data management ...
- Question 23: Why is it critical to consider privacy concernswhen dealing ...
- 1 commentQuestion 24: Cloud Kicks wants to use an AI mode to predict the demand fo...
- 3 commentQuestion 25: Which type of bias results from data being labeled according...
- 1 commentQuestion 26: A marketing manager wants to use AI to better engage their c...
- Question 27: Which features of Einstein enhance sales efficiency and effe...
- Question 28: Cloud Kicks wants to implement AI features on its 5aiesforce...
- Question 29: Which data does Salesforce automatically exclude from market...
- 2 commentQuestion 30: Which best describes the different between predictive AI and...
- Question 31: What is a key characteristic of machine learning in the cont...
- Question 32: What is a benefit of a diverse, balanced, and large dataset?...
- Question 33: What should be done to prevent bias from entering an AI syst...
- Question 34: Cloud kicks wants to decrease the workload for its customer ...
- Question 35: Which Einstein capability uses emails to create content for ...
- Question 36: How does an organization benefit from using AI to personaliz...
- Question 37: Cloud Kicks wants to use AI to enhance its sales processesan...
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Recent Comments (The most recent comments are at the top.)
It is "A"
Association Bias
Data that are labeled according to stereotypes is an example of association bias. Search most online retailers for “toys for girls" and you get an endless assortment of cooking toys, dolls, princesses, and pink. Search “toys for boys," and you see superhero action figures, construction sets, and video games.
it is A
it's A