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Free Microsoft AI-900 Practice Questions & Answers 2026 Part1 | Microsoft Azure AI Fundamentals

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Question #1
Predicting agricultural yields based on weather conditions and soil quality measurements is an example of which type of machine learning model?
A. lassification
B. egression
C. lustering
View answer
Correct Answer: B
Question #2
Verifying that machine learning models do NOT show racial or gender bias is an example of which Microsoft responsible AI principle?
A. fairness
B. privacy and security
C. safety
D. reliability
View answer
Correct Answer: A
Question #3
You plan to use Azure Machine Learning Studio and automated machine learning (automated ML) to build and train a model.What should you create first?
A. a Machine Learning workspace
B. a Machine Learning designer pipeline
C. a registered dataset
D. a Jupyter notebook
View answer
Correct Answer: A
Question #4
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 #5
You are developing a system to predict the prices of insurance for drivers in the United Kingdom.You need to minimize unintended bias in the system.What should you do?
A. Remove information about protected characteristics from the data before sampling
B. Take a training sample that is representative of the population in the United Kingdom
C. Create a training dataset that uses data from global insurers
D. Take a completely random training sample
View answer
Correct Answer: B
Question #6
Which type of natural language processing (NLP) entity is used to identify a phone number?
A. attern-any
B. egular expression
C. achine-learned
D. ist
View answer
Correct Answer: B
Question #7
Which service should you use to extract text, key/value pairs, and table data automatically from scanned documents?
A. Azure AI Face
B. Azure AI Language
C. Azure AI Document Intelligence
D. Azure AI Custom Vision
View answer
Correct Answer: C
Question #8
Which AI service can you use to interpret the meaning of a user input such as `Call me back later?`
A. ranslator
B. ext Analytics
C. peech
D. anguage Understanding (LUIS)
View answer
Correct Answer: D
Question #9
Which statement is an example of a Microsoft responsible AI principle?
A. AI systems must use only publicly available data
B. AI systems must be understandable
C. AI systems must keep personal details public
D. AI systems must protect the interests of the company
View answer
Correct Answer: B
Question #10
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 #11
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 #12
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 #13
You are designing an AI system that empowers everyone, including people who have hearing, visual, and other impairments.This is an example of which Microsoft guiding principle for responsible AI?
A. fairness
B. inclusiveness
C. reliability and safety
D. accountability
View answer
Correct Answer: B
Question #14
For a machine learning process, 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
A smart device that responds to the question "What is the stock price of Contoso. Ltd.?" is an example of which AI workload?
A. knowledge mining
B. natural language processing
C. computer vision
D. anomaly detection
View answer
Correct Answer: B
Question #16
Your company is exploring the use of voice recognition technologies in its smart home devices. The company wants to identify any barriers that might unintentionally leave out specific user groups.This is an example of which Microsoft guiding principle for responsible AI?
A. accountability
B. fairness
C. privacy and security
D. inclusiveness
View answer
Correct Answer: D
Question #17
You have the process shown in the following exhibit.Which type of AI solution is shown in the diagram?
A. a chatbot
B. a computer vision application
C. a machine learning model
D. a sentiment analysis solution
View answer
Correct Answer: A
Question #18
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 #19
Which Azure service can use the prebuilt receipt model in Azure AI Document Intelligence?
A. Azure AI Foundry Service
B. Azure Machine Learning
C. Azure AI Vision
D. Azure AI Custom Vision
View answer
Correct Answer: A
Question #20
You are designing an AI system that empowers everyone, including people who have hearing, visual, and other impairments.This is an example of which Microsoft guiding principle for responsible AI?
A. fairness
B. inclusiveness
C. reliability and safety
D. accountability
View answer
Correct Answer: B
Question #21
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 #22
You have an Internet of Things (IoT) device that monitors engine temperature.The device generates an alert if the engine temperature deviates from expected norms.Which type of AI workload does the device represent?
A. knowledge mining
B. computer vision
C. natural language processing (NLP)
D. anomaly detection
View answer
Correct Answer: D
Question #23
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 #24
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 #25
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 #26
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 #27
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 #28
What is an example of a Microsoft responsible AI principle?
A. AI systems should protect the interests of developers
B. AI systems should be in the public domain
C. AI systems should be secure and respect privacy
D. AI systems should make personal details accessible
View answer
Correct Answer: C

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