Free AI-102 Exam Braindumps
Designing and Implementing a Microsoft Azure AI Solution

Updated On: 10-Feb-2026

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

Exam Topics: 24

Total Questions: 300

Browse Free AI-102 Questions
Contains the Following Exam Topics:
Exam Topic: Plan and manage an Azure AI solution questions
Exam Topic: Plan and manage an Azure AI solution
Testlet 2
Exam Topic: Plan and manage an Azure AI solution Solution (Testlet 3)
Exam Topic: Implement image and video processing solutions Questions
Exam Topic: Implement image and video processing solutions (Testlet 2)
Exam Topic: Implement image and video processing solutions
Testlet 3
Exam Topic: Implement Natural Language Processing Solutions Questions
Exam Topic: Implement Natural Language Processing Solutions
Testlet 2
Exam Topic: Implement Natural Language Processing Solutions
Testlet 3
Exam Topic: Implement Knowledge Mining Solutions Questions
Exam Topic: Implement Knowledge Mining Solutions
Testlet 2
Exam Topic: Implement Knowledge Mining Solutions
Testlet 3
Exam Topic: Implement Conversational AI Solutions Questions
Exam Topic: Implement Conversational AI Solutions
Testlet 2
Exam Topic: Implement Conversational AI Solutions
Testlet 3
Exam Topic: Mix questions

Overview of the Designing and Implementing a Microsoft Azure AI Solution Exam

The AI-102 certification validates the technical proficiency of software engineers and developers in architecting, deploying, and monitoring Azure AI solutions. Candidates must demonstrate expertise in consuming Azure AI Services, specifically Language, Vision, Speech, and Document Intelligence APIs. Mastery includes implementing content moderation, managing Azure AI Search indices, and engineering prompt-based workflows using Azure OpenAI Service. Furthermore, the exam evaluates the ability to secure endpoints via authentication keys and managed identities, configure diagnostic logging for service monitoring, and integrate containerized AI models. Competency requires programmatic orchestration through REST APIs, Azure SDKs, and C# or Python-based application development within Azure environments.



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AI-102 visitor comments

Comments posted by visitors to this page between 2023 and 2025, newest first. Shown as written.

  • Rod Dec 2025
    Definitely Worth it
  • Naman Chaturvedi Dec 2025
    The questions in this series are very informative and perfect for exam preparation. I've used dumps of other certification exams(MCD L1, MCPA) available on this website before, and they have always been very useful and helped me clear those exams.
  • Momnimoda Dec 2025
    All questions in this exam dumps is valid and similar to other sites that charge an arm and a leg. So just use this or buy the PDF with 50% off. That is what I did. Got 2 exams and teh 50% was applied. Pass AI-102 already and now preparing for AI-900.
  • rajni234 Dec 2025
    every topic is very well curated for the exam.
  • Jes8882 Dec 2025
    very helpful content
  • srv Dec 2025
    great meterial
  • pg82 Dec 2025
    Very relevant information for the exam
  • Kernel346 Dec 2025
    En la pregunta 108,fice que tenemos un clasificador personalizado, entonces el primer paso debería ser: acceder al portal de custom vision
  • patt Dec 2025
    Perfect i pass
  • Peter Nov 2025
    Perfect for the preparation
  • Dug Nov 2025
    A beautiful set of questions. Very well formatted and organized. I confirm the validity of these questions as of Nov 2025.
  • ArunD Oct 2025
    #183 Important Intent recognition in Azure AI Speech was retired on September 30, 2025. Applications can no longer use intent recognition via Azure AI Speech. However, you're still able to perform intent recognition using Azure AI Language Service. Reference: https://docs.azure.cn/en-us/ai-services/speech-service/intent-recognition
  • ArunD Oct 2025
    #178 The answer for the last one is No. See the C# example on this page the output is also shown. Quickstart: Use the Key Phrase Extraction client library - Azure AI services | Microsoft Learn. https://learn.microsoft.com/en-us/azure/ai-services/language-service/key-phrase-extraction/quickstart?tabs=windows&pivots=programming-language-csharp
  • ArunD Oct 2025
    #151 Second one should be addTargetLanguage(string) it is a method on the class and target language can be setup using the method once the class instance is created. Reference is “SpeechTranslationConfig Class (Microsoft.CognitiveServices.Speech) - Azure for .NET Developers | Microsoft Learn”. “https://learn.microsoft.com/en-us/dotnet/api/microsoft.cognitiveservices.speech.speechtranslationconfig?view=azure-dotnet”.
  • ArunD Oct 2025
    #121 answer is correct. the MS document URL is changed. here is the new one https://learn.microsoft.com/en-us/azure/ai-services/qnamaker/quickstarts/quickstart-sdk?pivots=programming-language-csharp#create-a-knowledge-base And choose C# programming language.
  • Brandon Oct 2025
    Perfect for learning the questions. I would strongly suggest (can't stress that enough) check the answers :)
  • ArunD Oct 2025
    #84 instead of "detect" it should be "findsimilars". The URL provided is not working. See the updated URL "https://learn.microsoft.com/en-us/rest/api/face/face/find-similar?view=rest-face-v1.0&tabs=HTTP#request-body" The request body has all the parameters that are provided in the example. The request body for the detect is just the URI of an image. See the URL for the detect "https://learn.microsoft.com/en-us/rest/api/face/face/detect-with-url?view=rest-face-v1.0&tabs=HTTP#request-body".
  • ArunD Oct 2025
    #75 The Reference is now https://learn.microsoft.com/en-us/azure/azure-video-indexer/video-indexer-embed-widgets
  • ArunD Oct 2025
    #20 Reference is https://learn.microsoft.com/en-us/azure/ai-services/qnamaker/how-to/set-up-qnamaker-service-azure
  • ArunD Oct 2025
    #80 the last option should be general compact instead of general. Because it’s for IOS devices.
  • ArunD Oct 2025
    #76 the last step can be export after retraining. The assumption is retraining is kind of testing.
  • ArunD Oct 2025
    #72 the third statement should be Yes. The file.openread opens local file. https://learn.microsoft.com/en-us/dotnet/api/system.io.file.openread?view=net-9.0
  • ArunD Oct 2025
    #60 I think the correct answer is API key and deployment name.
  • ArunD Oct 2025
    #52 the limit access to specific queries should be role based. It clearly asks in the question that specific queries to be restricted and not the service.
  • Sudharsan Oct 2025
    For Question 182, the answers should be Speech recognizer and speech synthesizer. Since no translation is involved like English to German.
  • AL Aug 2025
    Question 29's answer should be B. The principle of inclusiveness in AI focuses on making AI systems available to a broad range of people and ensuring they serve diverse needs. Active learning helps with this by continuously improving the language model's understanding of user utterances. By enabling this feature on your Language Understanding (LUIS) resource lu1, the bot can suggest new utterances from real-world conversations that it's unsure about. You can then review and incorporate these suggestions, which helps the model learn from a wider variety of speech patterns, accents, and phrasings. This process directly contributes to making the bot more robust and accessible to a more diverse user base.
  • samrat Jul 2025
    Question 60 is again wrongly answered
  • samrat Jul 2025
    37 answer should be face
  • Samrat Jul 2025
    question 300 is wrongly answered it says second option is text/analytics/..../general.
  • Samrat Jul 2025
    For question 23 the input is in Audo then text analytics cannot be the answer
  • WFS AI Engineer Jul 2025
    Some questions are hard, but relevant because involve real problems.
  • Meg Jul 2025
    Great platform!!
  • WFS AI Engineer Jun 2025
    Question 10 is interesting.
  • Reynu Jun 2025
    great experience
  • Kalyan Jun 2025
    Though they said its free, only half of the questions are accessible. i would have not started preparing from this page if i know this earlier. This is unacceptable
  • Reynu Jun 2025
    I loved learning through the dumps
  • reynu Jun 2025
    the answers provided also contains Microsoft learn document links for reference
  • reynu Jun 2025
    Azure cognitive services explanation was provided with answers
  • reynu Jun 2025
    the simulation had brief explanations to perform hands on
  • reynu Jun 2025
    the questions are informative and very useful
  • WFS AI Engineer Jun 2025
    The content in this page is basic, but interesting.
  • WFS AI Engineer Jun 2025
    This questions are relevant for the exam.
  • Lucas Jun 2025
    Very nice the questions!! Congratulations!!
  • Anonymous Jun 2025
    Question 30. The correct answer for the second dropdown is: /text/analytics/v3.1/languages This endpoint is part of the Text Analytics API and is specifically used for language detection, which is the first step in routing messages to the appropriate language support team.
  • Mohamed Jun 2025
    Any one passed the exam using this?
  • Jenah May 2025
    Passed this test today with the help of this dump.
  • Vivi May 2025
    So this question is for ppl who have attended after April 2025, Are the questions still valid?
  • Karthik Srinivasan May 2025
    Q17 "anomaly detection" refers to the ability of a machine learning model to identify unusual or unexpected patterns in data, often referred to as anomalies or outliers
  • guilherme May 2025
    question 31 response is wrong, Form Recognizer will generate a JSON based on document scanned, which can be different on differents documents. So, the response is a JSON projection, not a table projection.
  • Khalid Mar 2025
    @Haro, it is hard if you don't know the topics well. But with these questions I had a good rate of success.
  • Haro Mar 2025
    Is the real exam this hard?
  • Adekunle Mar 2025
    I really appreciate the owner of this site. I took my Exam today and I passed. Thanks alot
  • Shams Mar 2025
    This exam is valid in UAE. I passed.
  • TJ Mar 2025
    Still Valid
  • Suneetha Mar 2025
    Are these questions appeared in AI102 for anyone who attempted
  • Fred Feb 2025
    Thank you for putting together these questions. The PDF was great but the test engine needs a lot of enhancement.
  • hvt Feb 2025
    really useful and max free questions upto 27 at least
  • Harshit Feb 2025
    Is this dump valid for exam giving in august 2024?
  • Mon88 Feb 2025
    is this dumps still valid to take the exam
  • Brijesh Feb 2025
    Comment - preparing for the exam
  • Billy Boy Feb 2025
    Page 32 Question 9 last and last.
  • Baba ganoush Feb 2025
    I hope I will pass
  • Rohan Jan 2025
    Really appreciate thanks, I cleared my exam today
  • Sanjay Dinda Jan 2025
    So far all good
  • anto Jan 2025
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  • uma Jan 2025
    yes,i am preparing
  • Jay Jan 2025
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  • PA Dec 2024
    This questions are valid in Canada. I passed the exam.
  • Gerard Dec 2024
    The full or premium package is what you need. It comes with PDF and a desktop software for exam simulation. The software is free which is a good thing. I am old school and prefer to print the PDF and read from paper. I recommend.
  • Yadagiri Dec 2024
    good questions
  • Garry Dec 2024
    Nice Coverage
  • Garry Dec 2024
    good coverage
  • Fatboy Dec 2024
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  • Mohan Dec 2024
    This is up to date and valid 2024 version. I cleared this exam.
  • PETER Dec 2024
    EXCELLENT, INFORMATION, THANKS FOR SHARING
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  • Bruce Mar 2024
    my brain exploded and i passed my test but i also passed out and realised it was all a dream. I was stuck in a fishing vessel heading to timbuktwo.
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    Useful Learning
  • Rsl Jan 2024
    Does anyone have complete dumps
  • KSY Jan 2024
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  • Meli Jun 2023
    do someone have the complete dumps?