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Microsoft AI-900 Exam Syllabus Topics:

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

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                      Microsoft Azure AI Fundamentals Sample Questions (Q113-Q118):

                      NEW QUESTION # 113
                      You have the following dataset.

                      You plan to use the dataset to train a model that will predict the house price categories of houses.
                      What are Household Income and House Price Category? To answer, select the appropriate option in the answer area.
                      NOTE: Each correct selection is worth one point.

                      Answer:

                      Explanation:

                      Reference:
                      https://docs.microsoft.com/en-us/azure/machine-learning/studio/interpret-model-results


                      NEW QUESTION # 114
                      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-us/azure/bot-service/bot-service-overview-introduction?view=azure-bot-service-4.0


                      NEW QUESTION # 115
                      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 # 116
                      To complete the sentence, select the appropriate option in the answer area.

                      Answer:

                      Explanation:

                      Explanation:
                      Text Description automatically generated

                      Reference:
                      https://docs.microsoft.com/en-us/azure/machine-learning/how-to-label-data


                      NEW QUESTION # 117
                      You are developing a model to predict events by using classification.
                      You have a confusion matrix for the model scored on test data as shown in the following exhibit.

                      Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.
                      NOTE: Each correct selection is worth one point.

                      Answer:

                      Explanation:

                      Reference:
                      https://docs.microsoft.com/en-us/azure/machine-learning/studio/evaluate-model-performance Finding TP is easy. It basically means the value where Predicted and True value is 1 and that is 11 in this case.
                      False Negative means where true value was 1 but predicted value was 0 and that is 1033 in this case The confusion matrix shows cases where both the predicted and actual values were 1 (known as true positives) at the top left, and cases where both the predicted and the actual values were 0 (true negatives) at the bottom right. The other cells show cases where the predicted and actual values differ (false positives and false negatives).
                      https://docs.microsoft.com/en-us/learn/modules/create-classification-model-azure-machine-learning-designer/evaluate-model


                      NEW QUESTION # 118
                      ......

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