Free Microsoft DP-100 Exam Questions

Become Microsoft Certified with updated DP-100 exam questions and correct answers

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Total 511 Questions | Updated On: Feb 11, 2026

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Question 1

You create a classification model with a dataset that contains 100 samples with Class A and 10,000 samples

with Class B

The variation of Class B is very high.

You need to resolve imbalances.

Which method should you use?

A : rtition and Sample

B : uster Centroids

C : mek links

D : nthetic Minority Oversampling Technique (SMOTE)

Answer: D

Question 2

You have a deployment of an Azure OpenAI Service base model. You plan to fine-tune the model. You need to prepare a file that contains training data. Which file format should you use?

A : JSON

B : TSV

C : JSONL

D : CSV

Answer: C

Question 3

You use Azure Machine Learning studio to analyze a dataset containing a decimal column named column1. You need to verify that the column1 values are normally distributed. Which statistic should you use?

A : x

B : pe

C : ofile

D : an

Answer: C

Question 4

You manage an Azure Machine Learning workspace. You plan to irain a natural language processing (NLP) tew classification model in multiple languages by using Azure Machine learning Python SDK v2. You need to configure the language of the text classification job by using automated machine learning. Which method of the TextClassifkationlob class should you use?

A : set.data

B : set_featurization

C : set_ sweep

D : set_training_parameters

Answer: B

Question 5

You need to implement a feature engineering strategy for the crowd sentiment local models. What should you do?

A : Apply an analysis of variance (ANOVA).

B : Apply a Pearson correlation coefficient.

C : Apply a Spearman correlation coefficient.

D : Apply a linear discriminant analysis.

Answer: D

Page: 1 / 103

Total 511 Questions | Updated On: Feb 11, 2026

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