Exam Salesforce-AI-Associate Topic 4 Question 54 Discussion
Actual exam question for Salesforce's Salesforce-AI-Associate exam
Question #: 54
Topic #: 4
Question #: 54
Topic #: 4
What is a potential source of bias in training data for AI models?
Suggested Answer: B Vote an answer
Explanation
"A potential source of bias in training data for AI models is that the data is 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 model to 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."
"A potential source of bias in training data for AI models is that the data is 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 model to 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."
by Mandel at Mar 24, 2025, 11:27 AM
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