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Question 1
A team wants to train a binary classifier from a CSV file that has one row per customer and one column named churn as the label. Which dataset structure is the best fit?
Correct Answer:
Tabular data with the churn column identified as the target
Question 2
You need an interactive development machine for one data scientist to edit notebooks, install packages, and test code manually. Which Azure Machine Learning compute target is most appropriate?
Correct Answer:
Compute instance
Question 3
A training workload must scale out to many nodes only while jobs are running and scale back to zero when idle. Which compute choice best matches that requirement?
Correct Answer:
AmlCompute cluster
Question 4
A computer vision team needs to train deep learning models on large image datasets. Which hardware characteristic is most important when sizing the training compute?
Correct Answer:
GPU acceleration
Question 5
Which training approach should you choose first when you want Azure to test many algorithms and preprocessing combinations for a tabular prediction problem with minimal code?
Correct Answer:
Automated machine learning
Question 1
Exam overview

About this Exam

Prepare with the Azure DP-100 Practice Questions - Microsoft Azure Data Scientist Associate (DP-100) Exam practice quiz. This question bank includes 100 questions covering team, data, wants, compute, and dataset. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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Azure DP-100 Practice Questions - Microsoft Azure Data Scientist Associate (DP-100) Exam

This practice set contains 100 questions from the matching question bank and focuses on team, data, wants, compute, and dataset. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

This is an independent study resource intended for practice and review; it is not an official examination or an endorsement by any organization named in the title.

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