Microsoft AI-901 Q&A - in .pdf

  • AI-901 pdf
  • Exam Code: AI-901
  • Exam Name: Microsoft Azure AI Fundamentals
  • Updated: Sep 06, 2026
  • Q & A: 127 Questions and Answers
  • Convenient, easy to study.
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  • Exam Code: AI-901
  • Exam Name: Microsoft Azure AI Fundamentals
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Microsoft AI-901 Q&A - Testing Engine

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  • Exam Code: AI-901
  • Exam Name: Microsoft Azure AI Fundamentals
  • Updated: Sep 06, 2026
  • Q & A: 127 Questions and Answers
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A credential backed by Microsoft carries real weight with hiring managers, and the Microsoft Azure AI Fundamentals exam is how you earn one. Preparing with the 127 practice questions from ActualCollection keeps every study hour focused on what the exam actually asks.

Microsoft AI-901 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Microsoft Azure AI Fundamentals (AI-900) Exam
Exam Number:AI-900
Available Languages:Japanese, Chinese (Traditional), English, French, German, Korean, Chinese (Simplified), Spanish, Portuguese (Brazil)
Exam Format:Drag and drop, Multiple response, Multiple choice, Case study (limited)
Related Certifications:Microsoft Azure Data Fundamentals (DP-900)
Microsoft Azure Fundamentals (AZ-900)
Passing Score:700 (out of 1000)
Exam Price:Approx. 99 USD (varies by region)
Certificate Validity Period:Does not expire (Fundamentals certification)
Real Exam Qty:40-60
Exam Duration:60 minutes
Recommended Training:Microsoft Learn - AI-900 Learning Path
Azure AI Fundamentals Course
Exam Registration:Schedule exam via Pearson VUE
Microsoft Certification Portal
Sample Questions:AI-901 Practice Dumps
Exam Way:Online proctored exam or in-person test center
Pre Condition:No formal prerequisites required. Basic understanding of cloud computing and AI concepts is recommended.
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/azure-ai-fundamentals/

Microsoft AI-901 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Describe fundamental principles of machine learning on Azure25-30%- Machine learning concepts
  • 1. Training and evaluation concepts
    • 2. Regression and classification
      • 3. Supervised vs unsupervised learning
        - Azure Machine Learning basics
        • 1. Azure ML workspace components
          • 2. AutoML concepts
            Topic 2: Describe features of generative AI workloads on Azure10-15%- Azure OpenAI and generative services
            • 1. Use cases: chatbots, content generation, summarization
              • 2. Azure OpenAI Service capabilities
                - Generative AI concepts
                • 1. Large language models (LLMs)
                  • 2. Prompt engineering basics
                    • 3. Responsible use of generative AI
                      Topic 3: Describe Artificial Intelligence workloads and considerations20-25%- Responsible AI principles
                      • 1. Fairness
                        • 2. Privacy and security
                          • 3. Transparency and accountability
                            • 4. Inclusiveness
                              • 5. Reliability and safety
                                - Identify features of common AI workloads
                                • 1. Natural language processing use cases
                                  • 2. Document processing and extraction
                                    • 3. Conversational AI and chatbots
                                      • 4. Computer vision use cases
                                        Topic 4: Describe features of natural language processing (NLP) workloads on Azure15-20%- Azure NLP services
                                        • 1. Azure AI Language
                                          • 2. Speech services (speech-to-text, text-to-speech)
                                            - Text analysis
                                            • 1. Language detection
                                              • 2. Key phrase extraction
                                                • 3. Sentiment analysis
                                                  Topic 5: Describe features of computer vision workloads on Azure15-20%- Image analysis
                                                  • 1. Image classification
                                                    • 2. Optical character recognition (OCR)
                                                      • 3. Object detection
                                                        - Azure AI Vision services
                                                        • 1. Azure AI Vision
                                                          • 2. Face detection and analysis (limited use cases)

                                                            Common Questions About the Microsoft Azure AI Fundamentals Exam

                                                            The Microsoft Azure AI Fundamentals exam is the official Microsoft test registered under exam code AI-901. Passing it earns you the Microsoft Azure AI Fundamentals certification, a credential at the Fundamentals level. It is also linked to the related certifications: Microsoft Azure Data Fundamentals (DP-900), Microsoft Azure Fundamentals (AZ-900). Microsoft exams are valued because they test job-ready skills, so a passing score here carries real weight on a resume.

                                                            The Microsoft Azure AI Fundamentals exam includes 40-60 questions to be completed within 60 minutes. Do the pacing math before exam day: with that many items on the clock, you need a steady rhythm and the discipline to flag a hard question and move on instead of stalling. Two or three full timed sessions with the ActualCollection test engine will show you exactly what that pace feels like, so time pressure stops being a factor on the real day.

                                                            To pass the Microsoft Azure AI Fundamentals exam you need 700 (out of 1000), and the official registration fee is Approx. 99 USD (varies by region). A retake is not discounted: a failed attempt means paying the full Approx. 99 USD (varies by region) again, so treat your first sitting as the expensive one. A sensible rule is to book your seat only after you are scoring comfortably above the passing mark on the ActualCollection practice tests, not just squeaking past it once.

                                                            No formal prerequisites required. Basic understanding of cloud computing and AI concepts is recommended.

                                                            Eligibility rules do change from time to time, so confirm the current requirements before you register on the official exam page.

                                                            Registration for the Microsoft Azure AI Fundamentals exam goes through the official channels below.

                                                            As for the delivery format, the exam is taken Online proctored exam or in-person test center.

                                                            Microsoft points candidates toward the following training options for Microsoft Azure AI Fundamentals.

                                                            Course work builds the foundation; question practice makes it stick. The 127 practice questions in the ActualCollection AI-901 package let you rehearse each topic under exam-style pressure before the real thing.

                                                            Yes. ActualCollection offers a free PDF demo of the Microsoft Azure AI Fundamentals material so you can judge the question quality and format before spending anything. After purchase, your license includes 365 days of free updates, and if you want to keep receiving updates after that period, renewals are available at a 50% discount.

                                                            If you take the Microsoft Azure AI Fundamentals exam within 60 days of your purchase and do not pass, ActualCollection backs you with a 100% money-back guarantee. The claim must match the exam your product covers: attempts taken within 3 days of purchase are not eligible (that is too little preparation time), and neither are downloaded-but-unused products, free materials, or expired orders. The candidate name must match the payer name, and you need to submit a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam; claims are processed within 7 days. Prefer not to refund? You can swap instead and receive two other exam products of equal value for free while keeping the update service on your original purchase.

                                                            Delivery itself is instant: your files are downloadable right away and emailed to you within one minute of payment. If nothing arrives within 2 hours, contact customer service. There is no limit on how many computers you may install the software on.

                                                            The official Microsoft Azure AI Fundamentals syllabus is organized into 5 domains. Key areas include Describe features of generative AI workloads on Azure (10-15%), Describe fundamental principles of machine learning on Azure (25-30%), and Describe features of computer vision workloads on Azure (15-20%). The complete, up-to-date topic list appears in the exam topics section above; work through it line by line and flag anything you cannot yet explain in your own words.

                                                            Microsoft Azure AI Fundamentals Sample Questions:

                                                            Question 1

                                                            For each of the following statements, select Yes if the statement is true, Otherwise, select No.
                                                            NOTE: Each correct selection is worth one point.


                                                            Question 2

                                                            Match the principles of responsible Al to the appropriate descriptions.
                                                            To answer, drag the appropriate principle from the column on the left to its description on the light. Each principle may be used once, more than once, or not at all.
                                                            NOTE: Each correct match is worth one point.


                                                            Question 3

                                                            You are developing an application that uses the Azure Language SDK and a Microsoft Foundry resource.
                                                            You need to return a list of important topics from unstructured text.
                                                            Which Python method should you use?

                                                            A. client.recognize_entities()
                                                            B. client.extract_key_phrases()
                                                            C. client.begin_extract_summary()
                                                            D. client.recognize_linked_entities()


                                                            Question 4

                                                            You are designing a system that will generate insurance quotes automatically.
                                                            Match the Microsoft responsible AI principles to the appropriate requirements.
                                                            To answer, drag the appropriate principle from the column on the left to its requirement on the right. Each principle may be used once, more than once, or not at all.
                                                            NOTE: Each correct match is worth one point.


                                                            Question 5

                                                            You have a Microsoft Foundry project that contains a vision-enabled GPT model deployment You need to develop an application that sends an image and a text question to the model in a single request.
                                                            What should you use?

                                                            A. the Azure OpenAI Responses API
                                                            B. the Image Analysis REST API
                                                            C. the Speech to text REST API
                                                            D. the Alure OpenAI Images API endpoint only


                                                            Solutions:

                                                            Question 1
                                                            Answer: Only visible for members
                                                            Question 2
                                                            Answer: Only visible for members
                                                            Question 3
                                                            Answer: B
                                                            Question 4
                                                            Answer: Only visible for members
                                                            Question 5
                                                            Answer: A

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                                                            ActualCollection confidently stands behind all its offerings by giving Unconditional "No help, Full refund" Guarantee. Since the time our operations started we have never seen people report failure in the exam after using our AI-901 exam braindumps. With this feedback we can assure you of the benefits that you will get from our AI-901 exam question and answer and the high probability of clearing the AI-901 exam.

                                                            We still understand the effort, time, and money you will invest in preparing for your Microsoft certification AI-901 exam, which makes failure in the exam really painful and disappointing. Although we cannot reduce your pain and disappointment but we can certainly share with you the financial loss.

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