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GIAC Machine Learning Engineer

Domain 1Objective 3

Probability and Frequency GMLE Practice Questions (Page 4)

Part of the Foundational Data Science and Statistics domain, which makes up ~41% of our current practice bank. GIAC (SANS) does not publish an official question count, but from its 180-minute exam (~70–120 total, ~29–49 in this domain), expect 7–12 from this objective — we provide 46 practice questions to prepare you well beyond it. (estimate)

46questions here
10free pages
7concepts

Questions 16–20

  1. 16application · easy

    A portfolio has returns with a mean of 8% and a standard deviation of 12%. What is the variance of the returns?

    Select an answer first
  2. 17application · easy

    A manufacturing process produces items with a defect rate of 2%. What is the expected number of defective items in a batch of 100?

    Select an answer first
  3. 18foundation · easy

    What is the expected value of a discrete random variable?

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  4. 19application · easy

    A financial model predicts returns with a mean of 5% and a variance of 0.04 (in decimal form). What is the standard deviation of returns?

    Select an answer first
  5. 20foundation · easy

    In a dataset, 60% of customers are male, and 30% of all customers are male and purchased a product. What is the probability that a randomly selected male customer purchased the product?

    Select an answer first
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