Free GARP RAI Exam Questions

Become GARP Certified with updated RAI exam questions and correct answers

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Total 330 Questions | Updated On: Apr 14, 2026
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Question 1

A financial institution is developing a credit risk model using a machine learning algorithm. The data science team decides to split their dataset into three parts: training, validation, and test sets. What is the primary purpose of the validation set in this setup?


Answer: B
Question 2

In an effort to understand why certain loan applications were denied, a bank deploys LIME (local interpretable model-agnostic explanations). What is the primary advantage of using LIME?


Answer: B
Question 3

Which term best describes a dataset that includes a mix of organized, structured financial data and unstructured text data from customer reviews?


Answer: C
Question 4

A bank is developing its model risk governance framework to address ML/AI models. What foundational approach should the bank take?


Answer: B
Question 5

Which type of risk might an organization face if an AI algorithm breaches individual privacy or yields biased results?


Answer: C
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Total 330 Questions | Updated On: Apr 14, 2026
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