Free AI-900 Sample Questions — Microsoft Azure AI Fundamentals
Microsoft Azure AI Fundamentals (AI-900) is a beginner-level Microsoft certification exam. The blueprint splits the exam across 5 domains, starting with Describe AI workloads and considerations, Describe ML principles on Azure, Describe computer vision workloads. On exam day you face around 122 questions in 45 minutes, in formats such as multiple-choice,case studies. The 20 questions below are free samples written to match that style: answer each one first, then reveal the correct answer and note which topics you miss. The AI-900 is rated easy in difficulty. Because every answer is revealed in place, you can work through the whole set without leaving this page. Work through all 20 samples before deciding whether to buy the full 122+ question PDF.
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122+ questions in the full PDF
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Question 1
Which two actions are performed during the data ingestion and data preparation stage of an Azure Machine Learning process? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
A. Calculate the accuracy of the model
B. Score test data by using the model
C. Combine multiple datasets
D. Use the model for real-time predictions
E. Remove records that have missing values
Show Answer
Correct Answer:
C. Combine multiple datasets
E. Remove records that have missing values
Question 2
Which two languages can you use to write custom code for Azure Machine Learning designer? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
A. Python
B. R
C. C#
D. Scala
Show Answer
Correct Answer:
A. Python
B. R
Question 3
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
Show Answer
Correct Answer:
B. natural language processing
Question 4
Your company wants to build a recycling machine for bottles. The recycling machine must automatically identify bottles of the correct shape and reject all other items. Which type of AI workload should the company use?
A. anomaly detection
B. conversational AI
C. computer vision
D. natural language processing
Show Answer
Correct Answer:
C. computer vision
Question 5
You are building a tool that will process images from retail stores and identify the products of competitors. The solution must be trained on images provided by your company. Which Azure AI service should you use?
A. Form Recognizer
B. Custom Vision
C. Face
D. Computer Vision
Show Answer
Correct Answer:
B. Custom Vision
Question 6
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
Show Answer
Correct Answer:
A. transparency
Question 7
What are two tasks that can be performed by using the Computer Vision service? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
A. Train a custom image classification model
B. Detect faces in an image
C. Recognize handwritten text
D. Translate the text in an image between languages
Show Answer
Correct Answer:
B. Detect faces in an image
C. Recognize handwritten text
Question 8
You are building an AI system. Which task should you include to ensure that the service meets the Microsoft transparency principle for responsible AI?
A. Ensure that all visuals have an associated text that can be read by a screen reader
B. Enable autoscaling to ensure that a service scales based on demand
C. Provide documentation to help developers debug code
D. Ensure that a training dataset is representative of the population
Show Answer
Correct Answer:
C. Provide documentation to help developers debug code
Question 9
You have a frequently asked questions (FAQ) PDF file. You need to create a conversational support system based on the FAQ. Which service should you use?
A. QnA Maker
B. Text Analytics
C. Computer Vision
D. Language Understanding (LUIS)
Show Answer
Correct Answer:
A. QnA Maker
Question 10
You run a charity event that involves posting photos of people wearing sunglasses on Twitter. You need to ensure that you only retweet photos that meet the following requirements: ✑ Include one or more faces. ✑ Contain at least one person wearing sunglasses. What should you use to analyze the images?
A. the Verify operation in the Face service
B. the Detect operation in the Face service
C. the Describe Image operation in the Computer Vision service
D. the Analyze Image operation in the Computer Vision service
Show Answer
Correct Answer:
B. the Detect operation in the Face service
Question 11
You have insurance claim reports that are stored as text. You need to extract key terms from the reports to generate summaries. Which type of AI workload should you use?
A. natural language processing
B. conversational AI
C. anomaly detection
D. computer vision
Show Answer
Correct Answer:
A. natural language processing
Question 12
You are developing a solution that uses the Language service. You need to identify the main talking points in a collection of documents. Which type of natural language processing should you use?
A. language detection
B. sentiment analysis
C. entity recognition
D. key phrase extraction
Show Answer
Correct Answer:
D. key phrase extraction
Question 13
In which two scenarios can you use the Form Recognizer service? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
A. Identify the retailer from a receipt
B. Translate from French to English
C. Extract the invoice number from an invoice
D. Find images of products in a catalog
Show Answer
Correct Answer:
A. Identify the retailer from a receipt
C. Extract the invoice number from an invoice
Question 14
Which AI service can you use to interpret the meaning of a user input such as `Call me back later?`
A. Translator
B. Text Analytics
C. Speech
D. Language Understanding (LUIS)
Show Answer
Correct Answer:
D. Language Understanding (LUIS)
Question 15
Which Azure Cognitive Services service can be used to identify documents that contain sensitive information?
A. Custom Vision
B. Conversational Language Understanding
C. Form Recognizer
Show Answer
Correct Answer:
C. Form Recognizer
Question 16
You need to reduce the load on telephone operators by implementing a chatbot to answer simple questions with predefined answers. Which two AI service should you use to achieve the goal? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
A. Text Analytics
B. QnA Maker
C. Azure Bot Service
D. Translator
Show Answer
Correct Answer:
B. QnA Maker
C. Azure Bot Service
Question 17
You need to reduce the load on telephone operators by implementing a chatbot to answer simple questions with predefined answers. Which two AI services should you use to achieve the goal? Each correct answers presents part of the solution. NOTE: Each correct selection is worth one point.
A. Azure Machine Learning
B. Azure Bot Service
C. Language Service
D. Translator
Show Answer
Correct Answer:
B. Azure Bot Service
C. Language Service
Question 18
You are developing a natural language processing solution in Azure. The solution will analyze customer reviews and determine how positive or negative each review is. This is an example of which type of natural language processing workload?
A. language detection
B. sentiment analysis
C. key phrase extraction
D. entity recognition
Show Answer
Correct Answer:
B. sentiment analysis
Question 19
You need to convert handwritten notes into digital text. Which type of computer vision should you use?
A. facial detection
B. optical character recognition (OCR)
C. image classification
D. object detection
Show Answer
Correct Answer:
B. optical character recognition (OCR)
Question 20
When training a model, why should you randomly split the rows into separate subsets?
A. to train the model twice to attain better accuracy
B. to train multiple models simultaneously to attain better performance
C. to test the model by using data that was not used to train the model
Show Answer
Correct Answer:
C. to test the model by using data that was not used to train the model
AI-900 sample questions FAQ
Are these AI-900 sample questions from the real exam?
No. They are original practice questions written to match the format and topic mix of the Microsoft Azure AI Fundamentals exam, which contains around 122 questions. Treat them as representative practice, not leaked exam content.
How many free AI-900 sample questions do I get?
This page includes 20 questions, each with its correct answer you can reveal in place. The full study PDF expands that to 122+ questions.
Do the sample questions include the correct answers?
Yes. Open the answer panel under each question to see which option is correct. Answer first, then reveal, so the set works as a self-check rather than a reading exercise.
Is 20 sample questions enough to pass the AI-900?
Not on its own. Use the samples to find weak topics, revise them against the official domains, then work through the full 122+ question set under timed conditions before booking the exam.
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