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  • AI-102: Designing and Implementing a Microsoft Azure AI Solution

Microsoft AI-102 Exam Questions

Exam Name: Designing and Implementing a Microsoft Azure AI Solution
Exam Code: AI-102
Related Certification(s): Microsoft Azure AI Engineer Associate Certification
Certification Provider: Microsoft
Actual Exam Duration: 100 Minutes
Number of AI-102 practice questions in our database: 379 (updated: Aug. 12, 2025)
Expected AI-102 Exam Topics, as suggested by Microsoft :
  • Topic 1: Plan and manage an Azure AI solution: This exam topic covers selecting the appropriate Azure AI service; it covers how to plan, create, and deploy an Azure AI service and how to manage, monitor, and secure an Azure AI service.
  • Topic 2: Implement content moderation solutions: This section of the exam covers creating solutions for content delivery that involve deploying a text moderation solution with Azure AI Content Safety.
  • Topic 3: Implement computer vision solutions: This exam topic covers analyzing images, implementing custom computer vision models by using Azure AI Vision and analyzing videos.
  • Topic 4: Implement natural language processing solutions: This section of the exam covers examining text by using Azure AI-Language, processing speech by using Azure AI Speech, translating language, and deploying a language understanding model by using Azure AI-Language.
  • Topic 5: Implement knowledge mining and document intelligence solutions: This topic of the exam discusses implementing an Azure AI Search solution and implementing an Azure AI Document Intelligence solution.
  • Topic 6: Implement generative AI solutions: This section of the exam covers using Azure OpenAI Service to generate content and optimize generative AI.
Disscuss Microsoft AI-102 Topics, Questions or Ask Anything Related
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Francoise

1 months ago
Expect questions on Azure Machine Learning pipelines. Understand how to create and manage ML workflows. Pass4Success helped me prepare thoroughly for this.
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Tonja

1 months ago
Highly recommend Pass4Success for Azure AI prep. Just passed thanks to their materials!
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Catarina

2 months ago
Anomaly detection scenarios were present. Know how to use Cognitive Services for this purpose. Pass4Success practice tests covered this well.
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Sharika

2 months ago
Questions on implementing MLOps practices appeared. Understand CI/CD for ML models. Pass4Success materials were invaluable for this topic.
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Kate

2 months ago
Pass4Success made the Azure AI cert achievable. Passed on my first attempt!
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Pansy

3 months ago
Azure Databricks for big data processing came up. Know how to set up and use Spark clusters. Pass4Success really helped me grasp these concepts quickly.
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Ronnie

3 months ago
Speech Services implementation was tested. Understand speech-to-text, text-to-speech, and speech translation. Thanks to Pass4Success for comprehensive coverage.
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Candida

4 months ago
Impressed by how accurate Pass4Success questions were. Passed the Azure AI exam easily!
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Leonor

5 months ago
Expect scenarios on scaling AI workloads. Know how to implement auto-scaling and load balancing. Pass4Success practice questions were very helpful here.
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Owen

5 months ago
Thank you Pass4Success! Your practice tests were key to my Azure AI exam triumph.
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Rosalind

5 months ago
Questions on integrating AI services with IoT solutions came up. Understand Azure IoT Hub and Edge. Pass4Success materials were spot-on for these topics.
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Joanna

6 months ago
Pass4Success is a game-changer. Passed my Azure AI cert in record time!
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Danica

6 months ago
Monitoring and logging for AI solutions was covered. Be familiar with Azure Monitor and Application Insights. Pass4Success practice tests prepared me well for this.
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Eun

6 months ago
Azure Cognitive Search implementation questions appeared. Understand how to create and manage indexes. Pass4Success really helped me nail these concepts.
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Mozell

6 months ago
Nailed the Microsoft Azure AI exam! Pass4Success questions were a perfect match.
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Dorian

7 months ago
Deployment strategies for AI models were tested. Know the differences between AKS, ACI, and Azure App Service. Pass4Success materials were comprehensive on this.
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Howard

7 months ago
Just cleared the Azure AI exam! There was a challenging question on planning and managing an Azure Cognitive Services solution, which asked about setting up a multi-region deployment for high availability. I wasn't completely confident in my answer, but the practice questions from Pass4Success gave me a solid understanding.
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Jade

7 months ago
Security in AI solutions was a key topic. Understand how to implement authentication and authorization for AI services. Thanks to Pass4Success for covering this thoroughly.
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Kathrine

7 months ago
Grateful for Pass4Success. Their materials were crucial for my Azure AI certification success.
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Ramonita

8 months ago
Data preparation and feature engineering came up. Be familiar with Azure DataBricks and Azure Synapse Analytics. Pass4Success practice tests were invaluable here.
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Belen

8 months ago
Expect questions on implementing responsible AI principles. Know how to use tools like Fairlearn and InterpretML. Pass4Success helped me grasp these concepts quickly.
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Nan

8 months ago
I passed the Microsoft Azure AI exam, and it was a great learning experience. One question that I found difficult was about implementing computer vision solutions, specifically using the Face API to detect emotions. I wasn't sure about the API's capabilities, but the practice questions from Pass4Success were very helpful.
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Doyle

8 months ago
Pass4Success saved me weeks of study time. Passed the Azure AI exam with flying colors!
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Elouise

8 months ago
Azure Machine Learning workspace setup and configuration was tested. Understand the components and how to manage compute resources. Pass4Success materials were spot-on for this.
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Sanda

9 months ago
Happy to share that I passed the Azure AI exam! A question that caught me off guard was about implementing natural language processing solutions, particularly using the Language Understanding (LUIS) service to create intents and entities. I had some doubts, but the practice questions from Pass4Success helped me get through.
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Maynard

9 months ago
Natural Language Processing questions were tricky. Know the differences between Text Analytics, LUIS, and QnA Maker. Glad I used Pass4Success to brush up on these topics.
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Emerson

9 months ago
I just passed the Azure AI Solution exam, and it was tough but manageable. One question that I found challenging was about implementing conversational AI solutions, specifically how to integrate a QnA Maker with a bot. I wasn't entirely sure of the integration steps, but the practice questions from Pass4Success were invaluable.
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Lashunda

9 months ago
Couldn't have passed without Pass4Success. Their questions were identical to the real thing!
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Kerry

10 months ago
Computer Vision tasks were prominent. Be prepared to choose the right service (Custom Vision, Face, etc.) based on specific use cases. Pass4Success practice tests covered this well.
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Pok

10 months ago
Successfully passed the Microsoft Azure AI exam! There was a question on implementing knowledge mining solutions that asked about using Azure Search to index and query data. I was unsure about the specific configurations needed, but the practice questions from Pass4Success were a great help.
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Becky

10 months ago
Azure Bot Service came up quite a bit. Understand how to design conversational flow and implement dialog management. Pass4Success really helped me prepare for these types of questions.
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Bettina

10 months ago
I passed the Azure AI exam, and it was quite an experience. One of the questions that puzzled me was about planning and managing an Azure Cognitive Services solution. It asked how to optimize costs while maintaining performance, and although I wasn't completely confident in my answer, the practice questions from Pass4Success gave me a good foundation.
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Royce

10 months ago
Aced the Microsoft Certified exam today. Pass4Success made prep a breeze!
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Kenda

10 months ago
Cognitive Services was a big focus. Expect questions on customizing and fine-tuning pre-trained models. Study the different customization options for each service.
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Julianna

11 months ago
Just cleared the Azure AI Solution exam! There was a tricky question on implementing computer vision solutions, particularly about using the Custom Vision Service to classify images. I had to think hard about the steps involved in training the model, but the practice questions from Pass4Success really helped me prepare.
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Viki

11 months ago
Just passed the Microsoft Azure AI Solution exam! Thanks to Pass4Success for the spot-on practice questions. Be ready for scenarios on Azure Cognitive Services integration - know how to select and implement the right APIs.
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Marget

11 months ago
I recently passed the Microsoft Designing and Implementing a Microsoft Azure AI Solution exam, and it was a challenging yet rewarding experience. One question that stood out to me was about implementing natural language processing solutions, specifically how to use Azure's Text Analytics API to extract key phrases from a document. I wasn't entirely sure of the best approach, but thanks to the practice questions from Pass4Success, I managed to navigate through it.
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Peggie

11 months ago
Just passed the Azure AI Solution exam! Thanks Pass4Success for the spot-on practice questions.
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Britt

12 months ago
Passing the Microsoft Designing and Implementing a Microsoft Azure AI Solution exam was a great achievement for me, thanks to the valuable practice questions provided by Pass4Success. The exam covered important topics such as selecting the appropriate Azure AI service and implementing content moderation solutions. One question that tested my knowledge was related to deploying a text moderation solution with Azure AI Content Safety. Despite my initial uncertainty, I successfully passed the exam.
upvoted 0 times
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Gladys

1 years ago
My exam experience was successful as I passed the Microsoft Azure AI Solution exam with the assistance of Pass4Success practice questions. The exam included topics on planning, creating, and deploying Azure AI services, as well as implementing content moderation solutions. One question that challenged me was about managing and monitoring an Azure AI service to ensure security. Despite my uncertainty, I was able to pass the exam.
upvoted 0 times
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Selma

1 years ago
Azure Bot Service was another important area. Questions may involve designing conversational AI solutions and integrating bots with various channels. Familiarize yourself with Bot Framework Composer and LUIS. Thanks to Pass4Success for providing relevant exam questions that helped me prepare effectively in a short time!
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Kanisha

1 years ago
Just passed the Azure AI Solution exam! A key focus was on cognitive services integration. Expect questions on API implementation and service selection. Study the various cognitive services and their use cases. Thanks to Pass4Success for the spot-on practice questions that helped me prepare quickly!
upvoted 0 times
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Rosio

1 years ago
I recently passed the Microsoft Designing and Implementing a Microsoft Azure AI Solution exam with the help of Pass4Success practice questions. The exam covered topics such as planning and managing an Azure AI solution, as well as implementing content moderation solutions. One question that stood out to me was related to selecting the appropriate Azure AI service for a specific scenario. Despite being unsure of the answer, I managed to pass the exam.
upvoted 0 times
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Free Microsoft AI-102 Exam Actual Questions

Note: Premium Questions for AI-102 were last updated On Aug. 12, 2025 (see below)

Question #1

You are examining the Text Analytics output of an application.

The text analyzed is: "Our tour guide took us up the Space Needle during our trip to Seattle last week."

The response contains the data shown in the following table.

Which Text Analytics API is used to analyze the text?

Reveal Solution Hide Solution
Correct Answer: B

Question #2

You develop a Conversational Language Undemanding model by using Language Studio

During testing, users receive incorrect responses to requests that do NOT relate to the capabilities of the model.

You need to ensure that the model identifies spurious requests.

What should you do?

Reveal Solution Hide Solution
Correct Answer: A

Question #3

You are developing an app that will use the Decision and Language APIs.

You need to provision resources for the app. The solution must ensure that each service is accessed by using a single endpoint and credential.

Which type of resource should you create?

Reveal Solution Hide Solution
Correct Answer: C

Question #4

You have an Azure subscription that contains an Azure OpenAI resource named AM.

You build a chatbot that uses All to provide generative answers to specific questions.

You need to ensure that questions intended to circumvent built-in safety features are blocked.

Which Azure Al Content Safety feature should you implement?

Reveal Solution Hide Solution
Correct Answer: B

Question #5

You have a Microsoft OneDrive folder that contains a 20-GB video file named FileVavi. You need to index File1.avi by using the Azure Video Indexer website. What should you do?

Reveal Solution Hide Solution
Correct Answer: D

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