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Microsoft AI-900 Exam Questions

Exam Name: Microsoft Azure AI Fundamentals
Exam Code: AI-900
Related Certification(s): Microsoft Azure Certification
Certification Provider: Microsoft
Actual Exam Duration: 60 Minutes
Number of AI-900 practice questions in our database: 326 (updated: Mar. 12, 2026)
Expected AI-900 Exam Topics, as suggested by Microsoft :
  • Topic 1: Describe Artificial Intelligence workloads and considerations: It identifies specifications of common AI workloads and guiding principles for responsible AI.
  • Topic 2: Describe fundamental principles of machine learning on Azure: It describes core machine learning concepts and Azure Machine Learning capabilities. Moreover, the topic also delves into identifying common machine-learning techniques.
  • Topic 3: Describe features of computer vision workloads on Azure: This topic discusses identifying common types of computer vision solution, Azure tools and services for computer vision tasks.
  • Topic 4: Describe features of Natural Language Processing (NLP) workloads on Azure: In this topic, questions about common NLP Workload Scenarios features, Azure tools, and services for NLP workloads appear.
  • Topic 5: Describe features of generative AI workloads on Azure: Features of generative AI solutions and capabilities of Azure OpenAI Service are discussed in this topic.
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Sharen

16 hours ago
The exam loves multi-select and impact-based questions about Azure AI services; p4s practice taught me to parse options efficiently.
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Laila

8 days ago
I found the responsible AI questions the most confounding; P4S practice helped me map policies to scenarios and answer with rationale.
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Taryn

16 days ago
The Pass4Success practice exams really helped me identify my weak areas and tailor my study plan accordingly. Definitely a must-have resource for anyone taking this exam.
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Elbert

25 days ago
Aced the Microsoft Azure AI Fundamentals! Pass4Success's practice tests were a lifesaver. Prepped in record time!
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Chau

1 month ago
Woohoo! Azure AI cert in the bag. Pass4Success really came through with relevant exam prep. Couldn't have done it without you!
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Alline

1 month ago
Successfully passed the Microsoft Azure AI Fundamentals exam! Pass4Success practice questions were a great resource. There was a challenging question about conversational AI workloads on Azure, specifically how to use QnA Maker for FAQ bots. I wasn't completely sure about the configuration process.
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Elvis

2 months ago
Just passed the Azure AI Fundamentals exam! Thanks Pass4Success for the spot-on practice questions. Saved me so much time!
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Ashanti

2 months ago
Acing the Microsoft Azure AI Fundamentals exam was all about effective revision using the p4s practice materials. Don't just memorize, understand the underlying principles.
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Wilford

2 months ago
Data labeling and governance questions were brutal initially; the practice exams showed the exact phrasing sellers use and built my confidence.
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Stephanie

2 months ago
Toughest topic was model deployment options in Azure; P4S practice exposed the common traps and how to compare endpoints quickly.
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Glenna

3 months ago
The initial nerves were real, but Pass4Success broke topics into digestible pieces and built my confidence step by step—believe in the plan and push through.
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Sophia

3 months ago
I passed the Microsoft Azure AI Fundamentals exam, thanks to Pass4Success practice questions. One question that caught me off guard was about machine learning principles on Azure, asking how to evaluate model performance. I had to recall the different metrics used.
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Ronnie

3 months ago
Nervous about time management and unfamiliar topics, I found P4S's structured reviews and tips, which made me calm and prepared—keep grinding and you'll see results.
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Mollie

3 months ago
The tricky question styles on ethics in AI were tough, but pass4success drills mirrored that format and helped me pick the right justification.
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Chanel

3 months ago
I doubted myself at first, thinking I wouldn't master the concepts, but Pass4Success guided me with concise lessons and realistic mock tests, and now I'm on the scorecard—you've got this.
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Gladys

4 months ago
I struggled with AI services vs. cognitive services boundaries; the practice tests from Pass4Success clarified which features count as what, and that made the quiz questions feel doable.
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Frederick

4 months ago
The hardest part for me was understanding Azure AI Fundamentals data privacy questions—p4s practice exams highlighted the exact wording that trips you up and gave me quick reasoning paths.
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Dottie

4 months ago
My heart fluttered at the idea of tricky AI questions, yet p4s gave me focused practice, steady progress, and confidence on exam day—stay curious and you'll do great.
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Marti

5 months ago
p4s practice tests were a game-changer for me. Focusing on the key concepts and not getting distracted by minor details was crucial to my success.
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Shanice

5 months ago
Just cleared the Microsoft Azure AI Fundamentals exam! The Pass4Success practice questions were very helpful. There was a tricky question about NLP workloads on Azure, specifically how to use the Translator Text API. I wasn't entirely sure of the steps involved.
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Beata

5 months ago
Passing the Microsoft Azure AI Fundamentals exam was a breeze thanks to the p4s practice exams. My top tip? Manage your time wisely and don't get bogged down in any one section.
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Tegan

5 months ago
I was nervous about the breadth of Azure AI fundamentals, but p4s structured my prep, boosted my confidence with clear milestones, and helped me pass the exam—keep studying and trust the process, future test-takers.
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Roselle

6 months ago
I passed the Microsoft Azure AI Fundamentals exam, and Pass4Success practice questions were a big help. One question that puzzled me was about AI workloads and considerations, asking how to ensure model interpretability. I had to think about the different techniques available.
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Tasia

6 months ago
Successfully passed the Microsoft Azure AI Fundamentals exam! Pass4Success practice questions were essential. There was a challenging question about computer vision workloads on Azure, specifically how to use Custom Vision for object detection. I wasn't completely sure about the training process.
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Elliot

6 months ago
Just became Azure AI certified! Pass4Success, thank you for the excellent prep materials.
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Kenneth

6 months ago
I passed the Microsoft Azure AI Fundamentals exam, thanks to Pass4Success practice questions. One question that stumped me was about conversational AI workloads on Azure, asking how to implement language understanding with LUIS. I had to think about the different components involved.
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Jess

8 months ago
Pass4Success's Azure AI practice questions were a game-changer. Passed easily!
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Nada

9 months ago
Thrilled to be Azure AI certified! Pass4Success, your materials were spot-on.
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Ammie

11 months ago
How deep did the exam go into Azure Cognitive Services containers?
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Denise

11 months ago
Azure AI Fundamentals? Check! Pass4Success made it possible in such a short time.
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Denise

12 months ago
Any questions on speech services?
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Filiberto

12 months ago
Pass4Success nailed it with their Azure AI exam prep. Passed with flying colors!
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Timmy

1 year ago
How about Azure Form Recognizer? Was it covered?
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Leota

1 year ago
Were there questions on AI model deployment?
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Ling

1 year ago
Couldn't have passed without Pass4Success. Their Azure AI practice tests were invaluable.
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Annelle

1 year ago
How detailed were the questions on Azure Cognitive Services pricing tiers?
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Chantay

1 year ago
Any advice on preparing for questions about conversational AI?
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Anastacia

1 year ago
Azure AI certified! Pass4Success helped me prepare quickly and efficiently.
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Leah

1 year ago
Just passed the Microsoft Azure AI Fundamentals exam! The Pass4Success practice questions were a great help. There was a question about machine learning principles on Azure, specifically how to choose the right algorithm for a given dataset. I had to recall the different types of algorithms.
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India

1 year ago
How about questions on anomaly detection?
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Vesta

1 year ago
Were there questions on Azure Databricks?
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Davida

1 year ago
Thanks to Pass4Success, I conquered the Azure AI exam. Their questions were perfect!
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Madalyn

1 year ago
How deep did the exam go into Azure Cognitive Search?
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Michell

1 year ago
I passed the Microsoft Azure AI Fundamentals exam, and Pass4Success practice questions were crucial. One tricky question was about NLP workloads on Azure, asking how to use Text Analytics API for key phrase extraction. I wasn't entirely sure of the process.
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Aleshia

1 year ago
Any tips on studying for the AI ethics portion?
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Amina

1 year ago
Passed Azure AI Fundamentals in record time. Pass4Success, you're a lifesaver!
upvoted 1 times
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Jacquelyne

1 year ago
Cleared the Microsoft Azure AI Fundamentals exam with flying colors! Pass4Success practice questions were a lifesaver. There was a question on AI workloads and considerations, specifically about the importance of data privacy in AI projects. I had to think carefully about the best practices.
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Beth

1 year ago
How about Azure Bot Service? Was it covered extensively?
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Flo

1 year ago
I passed the Microsoft Azure AI Fundamentals exam, all thanks to Pass4Success practice questions. One question that puzzled me was about computer vision workloads on Azure. It asked how to use Azure Cognitive Services for image recognition, and I had to remember the specific APIs.
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Rodrigo

1 year ago
Were there many questions on computer vision?
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Mitsue

1 year ago
Grateful for Pass4Success - their materials were key to my Azure AI cert success!
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Gayla

1 year ago
Just aced the Microsoft Azure AI Fundamentals exam! The Pass4Success practice questions were invaluable. There was a challenging question about conversational AI workloads on Azure, particularly how to integrate a chatbot with Azure Bot Service. I wasn't completely sure about the steps involved.
upvoted 0 times
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Izetta

1 year ago
How detailed were the questions on natural language processing?
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Rupert

1 year ago
I passed the Microsoft Azure AI Fundamentals exam, and Pass4Success practice questions were a huge help. One question that caught me off guard was about the fundamental principles of machine learning on Azure. It asked about the differences between supervised and unsupervised learning, and I had to recall specific examples.
upvoted 0 times
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Ahmed

1 year ago
Aced the Microsoft Azure AI exam! Pass4Success made prep a breeze.
upvoted 0 times
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Scarlet

1 year ago
Congrats! I'm studying for it now. Any advice on machine learning concepts?
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Jeannetta

1 year ago
Successfully cleared the Microsoft Azure AI Fundamentals exam! Thanks to Pass4Success practice questions, I was well-prepared. There was a tricky question about the features of Natural Language Processing (NLP) workloads on Azure, specifically how sentiment analysis is implemented. I had to think hard about the different Azure services involved.
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Niesha

2 years ago
It covered the basics. Understand the benefits of using containers and scenarios where they're most applicable, like edge computing or data privacy requirements.
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Meaghan

2 years ago
I just passed the Microsoft Azure AI Fundamentals exam, and I couldn't have done it without the Pass4Success practice questions. One of the questions that stumped me was about the ethical considerations in AI workloads. It asked how to ensure fairness and transparency in AI models, and I wasn't entirely sure of the best practices.
upvoted 0 times
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Mammie

2 years ago
Just passed the Azure AI Fundamentals exam! Thanks Pass4Success for the spot-on practice questions.
upvoted 0 times
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Maia

2 years ago
Aced the Azure AI Fundamentals exam! Pay attention to responsible AI principles - there were several questions on ethical considerations and best practices. Know the six principles Microsoft follows. Pass4Success's exam questions were invaluable for my last-minute prep. Highly recommend!
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Rory

2 years ago
My exam experience was successful as I passed the Microsoft Azure AI Fundamentals exam using Pass4Success practice questions. The exam focused on AI workloads and machine learning concepts on Azure. One question that I found challenging was about common machine learning techniques available in Azure Machine Learning. Despite my uncertainty, I was able to pass the exam.
upvoted 0 times
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Deja

2 years ago
Azure Machine Learning was a big focus on my exam. Be ready for scenarios about choosing the right tools and services for different ML tasks. Understanding the ML lifecycle is crucial. Pass4Success really came through with relevant practice material - couldn't have passed without it!
upvoted 0 times
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Ollie

2 years ago
Just passed the Azure AI Fundamentals exam! Watch out for questions on cognitive services, especially language understanding. Know the differences between LUIS and QnA Maker. Thanks to Pass4Success for the spot-on practice questions that helped me prepare quickly!
upvoted 0 times
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Carey

2 years ago
I recently passed the Microsoft Azure AI Fundamentals exam with the help of Pass4Success practice questions. The exam covered topics like AI workloads and machine learning principles on Azure. One question that stood out to me was related to responsible AI considerations in developing AI solutions. I wasn't completely sure of the answer, but I managed to pass the exam.
upvoted 0 times
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Kasandra

2 years ago
Just passed the Azure AI Fundamentals exam! One tricky area was Azure Cognitive Services - expect questions on API usage and service capabilities. Study the different vision, speech, and language services. Thanks to Pass4Success for the spot-on practice questions that helped me prepare quickly!
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james

2 years ago
Is the Microsoft Azure AI Fundamentals Worth It for me?
upvoted 1 times

Mark james

2 years ago
The Microsoft Azure AI Fundamentals certification is worth it if you aim to build foundational AI skills, enhance your resume, or transition into AI-related roles. It’s especially beneficial for beginners and those looking to work with Azure services.
upvoted 1 times
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Moriss

2 years ago
I found that the combination of both formats pdf and web-based practice test software helped me to better understand the material and feel more confident on the actual exam day.
upvoted 1 times
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Quinton

2 years ago
This exam is a valuable opportunity to showcase your grasp of machine learning and AI concepts with Microsoft Azure AI Fundamentals. It's open to all backgrounds, emphasizes basic cloud knowledge, and can unlock further Azure certifications.
upvoted 1 times
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Free Microsoft AI-900 Exam Actual Questions

Note: Premium Questions for AI-900 were last updated On Mar. 12, 2026 (see below)

Question #1

You use Azure Machine Learning designer to publish an inference pipeline.

Which two parameters should you use to consume the pipeline? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Reveal Solution Hide Solution
Correct Answer: C, D

https://docs.microsoft.com/en-in/learn/modules/create-regression-model-azure-machine-learning-designer/deploy-service


Question #2

Which Azure Machine Learning capability should you use to quickly build and deploy a predictive model without extensive coding?

Reveal Solution Hide Solution
Correct Answer: D

Question #3

During the process of Machine Learning, when should you review evaluation metrics?

Reveal Solution Hide Solution
Correct Answer: D

Question #4

What are two metrics that you can use to evaluate a regression model? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Reveal Solution Hide Solution
Correct Answer: A, C

A: R-squared (R2), or Coefficient of determination represents the predictive power of the model as a value between -inf and 1.00. 1.00 means there is a perfect fit, and the fit can be arbitrarily poor so the scores can be negative.

C: RMS-loss or Root Mean Squared Error (RMSE) (also called Root Mean Square Deviation, RMSD), measures the difference between values predicted by a model and the values observed from the environment that is being modeled.


https://docs.microsoft.com/en-us/dotnet/machine-learning/resources/metrics

Question #5

What is a use case for classification?

Reveal Solution Hide Solution
Correct Answer: D

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