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Microsoft AI-900 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Fundamentals of machine learning on Azure25-30%- Core machine learning concepts
  • 1. Supervised vs unsupervised learning
    • 2. Training and validation concepts
      Topic 2: Features of natural language processing (NLP) workloads on Azure30-35%- Text analytics and language understanding
      • 1. Key phrase extraction
        • 2. Sentiment analysis
          • 3. Language modeling and translation
            Topic 3: Features of computer vision workloads on Azure15-20%- Computer vision solutions
            • 1. Object detection
              • 2. Image classification
                • 3. OCR and image analysis
                  Topic 4: Describe AI workloads and considerations20-25%- Fundamentals of artificial intelligence concepts
                  • 1. Common AI workloads
                    • 2. Responsible AI principles

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                      Microsoft Azure AI Fundamentals Sample Questions (Q68-Q73):

                      NEW QUESTION # 68
                      For each of the following statements, select Yes if the statement is true. Otherwise, select No.
                      NOTE: Each correct selection is worth one point.

                      Answer:

                      Explanation:


                      Reference:
                      https://docs.microsoft.com/en-gb/azure/cognitive-services/text-analytics/overview
                      https://azure.microsoft.com/en-gb/services/cognitive-services/speech-services/


                      NEW QUESTION # 69
                      You plan to create an Al application by using Azure Al Foundry. The solution will be deployed to dedicated virtual machines. Which deployment option should you use?

                      Answer: D


                      NEW QUESTION # 70
                      For each of the following statements, select Yes if the statement is true. Otherwise, select No.
                      NOTE: Each correct selection is worth one point.

                      Answer:

                      Explanation:
                      Explanation
                      Graphical user interface, text, application Description automatically generated

                      Reference:
                      https://docs.microsoft.com/en-us/azure/architecture/reference-architectures/ai/conversational-bot
                      https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-webchat-overview?view=azure-bot-service-4.0


                      NEW QUESTION # 71
                      You need to implement a pre-built solution that will identify well-known brands in digital photographs. Which Azure Al sen/tee should you use?

                      Answer: C


                      NEW QUESTION # 72
                      You have a solution that analyzes social media posts to extract the mentions of city names and the city names discussed most frequently.
                      Which type of natural language processing (NLP) workload does the solution use?

                      Answer: D


                      NEW QUESTION # 73
                      ......

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