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Microsoft AI-900 Exam Syllabus Topics:

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

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                      Microsoft Azure AI Fundamentals Sample Questions (Q195-Q200):

                      NEW QUESTION # 195
                      Match the types of AI workloads to the appropriate scenarios.
                      To answer, drag the appropriate workload type from the column on the left to its scenario on the right. Each workload type may be used once, more than once, or not at all.
                      NOTE: Each correct selection is worth one point.

                      Answer:

                      Explanation:
                      Explanation

                      Box 3: Natural language processing
                      Natural language processing (NLP) is used for tasks such as sentiment analysis, topic detection, language detection, key phrase extraction, and document categorization.
                      Reference:
                      https://docs.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/natural-language-processing


                      NEW QUESTION # 196
                      You have a database that contains a list of employees and their photos.
                      You are tagging new photos of the employees.
                      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

                      Reference:
                      https://docs.microsoft.com/en-us/azure/cognitive-services/face/overview
                      https://docs.microsoft.com/en-us/azure/cognitive-services/face/concepts/face-detection


                      NEW QUESTION # 197
                      A smart device that responds to the question. "What is the stock price of Contoso, Ltd.?" is an example of which Al workload?

                      Answer: C


                      NEW QUESTION # 198
                      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:


                      NEW QUESTION # 199
                      Select the answer that correctly completes the sentence.

                      Answer:

                      Explanation:

                      Explanation:


                      NEW QUESTION # 200
                      ......

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