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CertNexus AIP-210 Dumps

Exam Code:
AIP-210
Exam Name:
CertNexus Certified Artificial Intelligence Practitioner (CAIP)
Last Update: Apr 20, 2024
90 Questions with Explanation
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  • AIP-210 Dumps Include
  •   Total Questions: 90 Q&A's
  •   Single Choice: 78 Q&A's
  •   Multiple Choice: 12 Q&A's
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CertNexus Certified Artificial Intelligence Practitioner (CAIP) Questions and Answers

Questions 1

Which of the following are true about the transform-design pattern for a machine learning pipeline? (Select three.)

It aims to separate inputs from features.

Options:

A.

It encapsulates the processing steps of ML pipelines.

B.

It ensures reproducibility.

C.

It represents steps in the pipeline with a directed acyclic graph (DAG).

D.

It seeks to isolate individual steps of ML pipelines.

E.

It transforms the output data after production.

Questions 2

Which of the following sentences is true about model evaluation and model validation in ML pipelines?

Options:

A.

Model evaluation and validation are the same.

B.

Model evaluation is defined as an external component.

C.

Model validation is defined as a set of tasks to confirm the model performs as expected.

D.

Model validation occurs before model evaluation.

Questions 3

Why do data skews happen in the ML pipeline?

Options:

A.

Test and evaluation data are designed incorrectly.

B.

There Is a mismatch between live input data and offline data.

C.

There is a mismatch between live output data and offline data.

D.

There is insufficient training data for evaluation.

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