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Free Microsoft AI-900 Practice Questions & Answers 2026 Part2 | Microsoft Azure AI Fundamentals

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Question #1
You are building an AI-based app.You need to ensure that the app uses the principles for responsible AI.Which two practices should you follow? Each correct answer presents part of the solution.Note: Each correct selection is worth one point.
A. Implement an Agile software development methodology
B. Implement a process of AI model validation as part of the software review process
C. Establish a risk governance committee that includes members of the legal team, members of the risk management team, and a privacy officer
D. Prevent the disclosure of the use of AI-based algorithms for automated decision making
View answer
Correct Answer: BC
Question #2
In a machine learning model, the data that is used as inputs are called ________.Select the answer that correctly completes the sentence.
A. ataset
B. abels
C. ariables
View answer
Correct Answer: B
Question #3
You build a machine learning model by using the automated machine learning user interface (UI).You need to ensure that the model meets the Microsoft transparency principle for responsible AI.What should you do?
A. et Validation type to Auto
B. nable Explain best model
C. et Primary metric to accuracy
D. et Max concurrent iterations to 0
View answer
Correct Answer: B
Question #4
Which feature of the Azure Al Language service should you use to automate the masking of names and phone numbers in text data?
A. ustom named entity recognition (NER)
B. ntity linking
C. ustom text classification
D. ersonally Identifiable Information (Pll) detection
View answer
Correct Answer: D
Question #5
You have an Azure Machine Learning pipeline that contains a Split Data module.The Split Data module outputs to a Train Model module and a Score Model module.What is the function of the Split Data module?
A. scaling numeric variables so that they are within a consistent numeric range
B. creating training and validation datasets
C. diverting records that have missing data
D. selecting columns that must be included in the model
View answer
Correct Answer: B
Question #6
For a machine learning progress, how should you split data for training and evaluation?
A. se features for training and labels for evaluation
B. andomly split the data into rows for training and rows for evaluation
C. se labels for training and features for evaluation
D. andomly split the data into columns for training and columns for evaluation
View answer
Correct Answer: B
Question #7
What can be used to analyze scanned invoices and extract data, such as billing addresses and the total amount due?
A. Azure AI Custom Vision
B. Azure AI Search
C. Azure OpenAI
D. Azure AI Document Intelligence
View answer
Correct Answer: D
Question #8
You build a machine learning model by using the automated machine learning user interface (UI). You need to ensure that the model meets the Microsoft transparency principle for responsible AI. What should you do?
A. Set Validation type to Auto
B. Enable Explain best model
C. Set Primary metric to accuracy
D. Set Max concurrent iterations to 0
View answer
Correct Answer: B
Question #9
What can be used to analyze scanned invoices and extract data, such as billing addresses and the total amount due?
A. Azure AI Custom Vision
B. Azure AI Search
C. Azure OpenAI
D. Azure AI Document Intelligence
View answer
Correct Answer: D
Question #10
In Azure Machine Learning, what are two ensemble methods for combining models in automated machine learning (automated ML)? Each correct answer presents a complete solution.Note: Each correct selection is worth one point.
A. voting
B. computer vision
C. stacking
D. classification
E. regression
View answer
Correct Answer: AC
Question #11
During the process of Machine Learning, when should you review evaluation metrics?
A. Before you train a model
B. After you clean the data
C. Before you choose the type of model
D. After you test a model on the validation data
View answer
Correct Answer: D
Question #12
What are three Microsoft guiding principles for responsible AI? Each correct answer presents a complete solution.Note: Each correct selection is worth one point.
A. knowledgeability
B. decisiveness
C. inclusiveness
D. fairness
E. opinionatedness
F. reliability and safety
View answer
Correct Answer: CDF
Question #13
What can be used to analyze scanned invoices and extract data, such as billing addresses and the total amount due?
A. Azure AI Custom Vision
B. Azure AI Search
C. Azure OpenAI
D. Azure AI Document Intelligence
View answer
Correct Answer: D
Question #14
For a machine learning progress, how should you split data for training and evaluation?
A. Use features for training and labels for evaluation
B. Randomly split the data into rows for training and rows for evaluation
C. Use labels for training and features for evaluation
D. Randomly split the data into columns for training and columns for evaluation
View answer
Correct Answer: B
Question #15
What is an advantage of using a custom model in Document Intelligence?
A. A custom model can be trained to recognize a variety of form types
B. A custom model is less expensive than a prebuilt model
C. A custom model always provides higher accuracy
D. Only a custom model can be deployed on-premises
View answer
Correct Answer: A
Question #16
What should you use to extract details from scanned images of contracts?
A. Azure AI Document Intelligence
B. Azure AI Immersive Reader
C. Azure OpenAI
D. Azure AI Search
View answer
Correct Answer: A
Question #17
What should you use to extract details from scanned images of contracts?
A. Azure AI Document Intelligence
B. Azure AI Immersive Reader
C. Azure OpenAI
D. Azure AI Search
View answer
Correct Answer: A
Question #18
A company employs a team of customer service agents to provide telephone and email support to customers.The company develops a webchat bot to provide automated answers to common customer queries.Which business benefit should the company expect as a result of creating the webchat bot solution?
A. increased sales
B. a reduced workload for the customer service agents
C. improved product reliability
View answer
Correct Answer: B
Question #19
What is an advantage of using a custom model in Document Intelligence?
A. A custom model can be trained to recognize a variety of form types
B. A custom model is less expensive than a prebuilt model
C. A custom model always provides higher accuracy
D. Only a custom model can be deployed on-premises
View answer
Correct Answer: A
Question #20
What should you use to extract details from scanned images of contracts?
A. Azure AI Document Intelligence
B. Azure AI Immersive Reader
C. Azure OpenAI
D. Azure AI Search
View answer
Correct Answer: A
Question #21
When you design an AI system to assess whether loans should be approved, the factors used to make the decision should be explainable.This is an example of which Microsoft guiding principle for responsible AI?
A. transparency
B. inclusiveness
C. fairness
D. privacy and security
View answer
Correct Answer: A
Question #22
What can be used to analyze scanned invoices and extract data, such as billing addresses and the total amount due?
A. Azure AI Custom Vision
B. Azure AI Search
C. Azure OpenAI
D. Azure AI Document Intelligence
View answer
Correct Answer: D
Question #23
What should you do to reduce the number of false positives produced by a machine learning classification model?
A. Include test data in the training data
B. Increase the number of training iterations
C. Modify the threshold value in favor of false positives
D. Modify the threshold value in favor of false negatives
View answer
Correct Answer: D
Question #24
For a machine learning progress, how should you split data for training and evaluation?
A. Use features for training and labels for evaluation
B. Randomly split the data into rows for training and rows for evaluation
C. Use labels for training and features for evaluation
D. Randomly split the data into columns for training and columns for evaluation
View answer
Correct Answer: B
Question #25
You build a machine learning model by using the automated machine learning user interface (UI).You need to ensure that the model meets the Microsoft transparency principle for responsible AI.What should you do?
A. Set Validation type to Auto
B. Enable Explain best model
C. Set Primary metric to accuracy
D. Set Max concurrent iterations to 0
View answer
Correct Answer: B
Question #26
What should you use to extract details from scanned images of contracts?
A. Azure AI Document Intelligence
B. Azure AI Immersive Reader
C. Azure OpenAI
D. Azure AI Search
View answer
Correct Answer: A
Question #27
What should you use to extract details from scanned images of contracts?
A. Azure AI Document Intelligence
B. Azure AI Immersive Reader
C. Azure OpenAI
D. Azure AI Search
View answer
Correct Answer: A
Question #28
You need to reduce the load on telephone operators by implementing a Chabot to answer simple questions with predefined answers.
A. Azure 8ol Service
B. Azure Machine Learning
C. Translator
D. Language Service
View answer
Correct Answer: AD
Question #29
What is an advantage of using a custom model in Document Intelligence?
A. A custom model can be trained to recognize a variety of form types
B. A custom model is less expensive than a prebuilt model
C. A custom model always provides higher accuracy
D. Only a custom model can be deployed on-premises
View answer
Correct Answer: A
Question #30
You need to provide customers with the ability to query the status of orders by using phones, social media, or digital assistants.What should you use?
A. zure Al Bot Service
B. n Azure Al Document Intelligence model
C. he Azure Al Translator service
D. n Azure Machine Learning model
View answer
Correct Answer: A

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