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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. Key phrase extraction
        • 2. Sentiment analysis
          • 3. Language modeling and translation
            Fundamentals of machine learning on Azure25-30%- Core machine learning concepts
            • 1. Supervised vs unsupervised learning
              • 2. Training and validation concepts
                Features of computer vision workloads on Azure15-20%- Computer vision solutions
                • 1. OCR and image analysis
                  • 2. Image classification
                    • 3. Object detection

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                      Microsoft Azure AI Fundamentals Sample Questions (Q139-Q144):

                      NEW QUESTION # 139
                      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, email Description automatically generated


                      NEW QUESTION # 140
                      Select the answer that correctly completes the sentence.

                      Answer:

                      Explanation:


                      NEW QUESTION # 141
                      Match the facial recognition tasks to the appropriate questions.
                      To answer, drag the appropriate task from the column on the left to its question on the right. Each task may be used once, more than once, or not at all.
                      NOTE: Each correct selection is worth one point.

                      Answer:

                      Explanation:

                      Reference:
                      https://azure.microsoft.com/en-us/services/cognitive-services/face/#features


                      NEW QUESTION # 142
                      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:

                      This question is derived from the Microsoft Azure AI Fundamentals (AI-900) learning module, particularly under "Describe features of conversational AI workloads on Azure." It tests understanding of chatbot capabilities and design principles within the context of Azure Bot Service and Conversational AI.
                      * Chatbots can support voice input - YesAccording to the AI-900 official materials, conversational AI systems such as chatbots can interact with users through text or voice. Using speech recognition services like Azure Cognitive Services Speech-to-Text, bots can interpret spoken input, and with Text- to-Speech, they can respond verbally. This enables voice-based chatbots used in virtual assistants, call centers, and customer support. Hence, voice input is fully supported by conversational AI solutions in Azure.
                      * A separate chatbot is required for each communication channel - NoThe Azure Bot Service is designed to provide multi-channel communication from a single bot instance. A single chatbot can communicate across several channels such as Microsoft Teams, Web Chat, Slack, Facebook Messenger, and email without needing separate bots for each platform. This centralized design allows developers to create, deploy, and manage one bot while configuring multiple channel connections through the Azure portal.
                      Therefore, the statement is false.
                      * Chatbots manage conversation flows by using a combination of natural language and constrained option responses - YesIn Microsoft's AI-900 training, chatbots are described as using Natural Language Processing (NLP) to understand free-form user input while also guiding interactions with predefined options such as buttons or quick replies. This hybrid approach ensures both flexibility and control, improving user experience and accuracy. Bots can interpret natural language via services like Language Understanding (LUIS) and also present structured options to guide conversations efficiently.


                      NEW QUESTION # 143
                      You are designing an AI system that empowers everyone, including people who have hearing, visual, and other impairments.
                      This is an example of which Microsoft guiding principle for responsible AI?

                      Answer: A

                      Explanation:
                      Explanation
                      Inclusiveness: At Microsoft, we firmly believe everyone should benefit from intelligent technology, meaning it must incorporate and address a broad range of human needs and experiences. For the 1 billion people with disabilities around the world, AI technologies can be a game-changer.
                      Reference:
                      https://docs.microsoft.com/en-us/learn/modules/responsible-ai-principles/4-guiding-principles


                      NEW QUESTION # 144
                      ......

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