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CertNexus AIP-210 Practice Test Questions Answers

Exam Code: AIP-210 (Updated 90 Q&As with Explanation)
Exam Name: CertNexus Certified Artificial Intelligence Practitioner (CAIP)
Last Update: 06-Jul-2025
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Questions Include:

  • Single Choice: 78 Q&A's
  • Multiple Choice: 12 Q&A's

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    AIP-210 Questions and Answers

    Question # 1

    Which database is designed to better anticipate and avoid risks of AI systems causing safety, fairness, or other ethical problems?

    A.

    Asset

    B.

    Code Repository

    C.

    Configuration Management

    D.

    Incident

    Question # 2

    R-squared is a statistical measure that:

    A.

    Combines precision and recall of a classifier into a single metric by taking their harmonic mean.

    B.

    Expresses the extent to which two variables are linearly related.

    C.

    Is the proportion of the variance for a dependent variable thaf’ s explained by independent variables.

    D.

    Represents the extent to which two random variables vary together.

    Question # 3

    Which of the following describes a neural network without an activation function?

    A.

    A form of a linear regression

    B.

    A form of a quantile regression

    C.

    An unsupervised learning technique

    D.

    A radial basis function kernel

    Question # 4

    Given a feature set with rows that contain missing continuous values, and assuming the data is normally distributed, what is the best way to fill in these missing features?

    A.

    Delete entire rows that contain any missing features.

    B.

    Fill in missing features with random values for that feature in the training set.

    C.

    Fill in missing features with the average of observed values for that feature in the entire dataset.

    D.

    Delete entire columns that contain any missing features.

    Question # 5

    Which of the following is NOT a valid cross-validation method?

    A.

    Bootstrapping

    B.

    K-fold

    C.

    Leave-one-out

    D.

    Stratification

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