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Last Updated: 3/19/2022 PLEASE COMPLETE THIS SURVEY (https://aka.ms/samplequestions) Microsoft is exploring the possibility of providing sample questions as an exam preparation resource, and we would like your feedback. While we prefer that you complete the survey after taking the exam, you may complete it at any time. Thank You! User GuideThese sample questions are intended to provide an overview of the style, wording, and difficulty of the questions that you are likely to experience on this exam. These questions are not the same as what you will see on the exam nor is this document illustrative of the length of the exam or its complexity (e.g., you may see additional question types, multiple case studies, and possibly labs). These questions are examples only to provide insight into what to expect on the exam and help you determine if additional preparation is required. In the first section, you will find the questions without answers so that you can test your knowledge. In the second section, the answer, a rationale, and a URL that will link you to additional information is provided immediately below each question. QuestionsQuestion # 1 (Multiple Choice)Which type of artificial intelligence workload uses sensors to proactively alert users about potential equipment mechanical failures? A. Anomaly detection B. Computer vision C. Natural language processing D. Conversational AI Question # 2 (Matching)Match the technologies on the left to the correct descriptions on the right.
Question # 3 (Sentence completion)Select the answer that correctly completes the sentence. The principle that describes raising awareness of the limitations of responsible AI-based solutions is called: ________________. A. Privacy and security B. Reliability and safety C. Transparency D. Accountability Question # 4 (Sentence completion)Select the answer that correctly completes the sentence. The principle of providing the benefits of responsible AI systems to all parts of society regardless of their gender or ethnicity is called: ____________. A. Privacy and security B. Reliability and safety C. Inclusiveness D. Accountability Question # 5 (Multiple Choice)You need to identify numerical values that represent the probability of dogs becoming ill based on their age and body fat percentage. Which type of machine learning model should you use? A. Linear regression B. Multiple linear regression C. Logistic regression D. Hierarchical clustering Question # 6 (Matching)Match the machine learning algorithms on the left to the correct descriptions on the right.
Question # 7 (Sentence completion)Select the answer that correctly completes the sentence. You plan to use machine learning to predict how ill dogs become based on their age and body fat percentage. The model should include ___________. A. two features and one label B. two labels and one feature C. three labels D. three features Question # 8 (Multiple Choice)You create a multiclass classification model. You need to evaluate the model. Which two evaluation metrics can you use? Each correct answer presents a complete solution. A. F1 score B. Accuracy C. Rand index D. Mean Squared Error (MSE) Question # 9 (Sentence completion)Select the answer that correctly completes the sentence. You train an Azure Machine Learning model and plan to deploy the model as a predictive service in a production environment. You must create an inference cluster before you deploy the model to _______________. A. Azure Kubernetes Service B. Azure Container Instance C. Azure Function D. Azure Logic Apps Question # 10 (Multiple Choice)You plan to build and deploy a predictive model by using AutoML UI in Azure Machine Learning. Which three machine learning tasks are supported? Each correct answer presents a complete solution. A. Classification B. Regression C. Forecasting D. Clustering E. Reinforcement learning Question # 11 (Multiple Choice)Which technique serves as the basis for modern image classification solutions? A. Deep learning B. Anomaly detection C. Linear regression D. Multiple linear regression Question # 12 (Sentence completion)Select the answer that correctly completes the sentence. You can extract information printed on food product labels by using _____________________. A. image classification B. natural language processing C. optical character recognition D. image segmentation Question # 13 (Multiple Choice)What are two capabilities of the Azure Computer Vision service? Each correct answer presents a complete solution. A. Class prediction B. Model training C. Model authoring D. Data visualization E. Data exploration Question # 14 (Multiple Choice)You need to train a machine learning model to detect company logos in images. What should you use? A. Azure Custom Vision image classification B. Azure Custom Vision object detection C. Azure Face Service D. Language Understanding Intelligent Service (LUIS) Question # 15 (Matching)Match the features on the left to the correct descriptions on the right.
Question # 16 (Multiple Choice)You need to collect the names of people, organizations, and events from a set of PDF documents. Which natural language processing feature should you use? A. Extractive summarization B. Sentiment analysis C. Named entity recognition D. Key phrase extraction Question # 17 (Multiple Choice)Which three capabilities does Azure Cognitive Services Text Analytics service support? Each correct answer presents a complete solution. A. Unlimited document size B. All world languages C. Chatbot integration D. Multilingual content E. Confidence scoring Question # 18 (Multiple Choice)You need to identify users based on their voice. Which Azure Speech service feature should you use? A. Conversation transcription B. Pronunciation assessment C. Language Understanding Intelligent Service (LUIS) D. Speaker recognition Question # 19 (Sentence completion)Select the answer that correctly completes the sentence. You can exchange chatbot activities with other services by implementing ________________. A. cards B. channels C. dialog D. turns Question # 20 (Multiple Choice)You develop a chatbot by using a Cognitive Services custom question answering project. You need to add a personality to the chatbot. What should you do? A. Provide a default answer. B. Add chitchat to the knowledge base. C. Increase the Cognitive Search resource pricing tier limit. D. Add hero cards to the chatbot. Questions and AnswersQuestion # 1 (Multiple Choice)Which type of artificial intelligence workload uses sensors to proactively alert users about potential equipment mechanical failures? A. Anomaly detection B. Computer vision C. Natural language processing D. Conversational AI Question # 2 (Matching)Match the technologies on the left to the correct descriptions on the right.
Question # 3 (Sentence completion)Select the answer that correctly completes the sentence. The principle that describes raising awareness of the limitations of responsible AI-based solutions is called: ________________. A. Privacy and security B. Reliability and safety C. Transparency D. Accountability
Question # 4 (Sentence completion)Select the answer that correctly completes the sentence. The principle of providing the benefits of responsible AI systems to all parts of society regardless of their gender or ethnicity is called: ____________. A. Privacy and security B. Reliability and safety C. Inclusiveness D. Accountability Question # 5 (Multiple Choice)You need to identify numerical values that represent the probability of dogs becoming ill based on their age and body fat percentage. Which type of machine learning model should you use? A. Linear regression B. Multiple linear regression C. Logistic regression D. Hierarchical clustering Question # 6 (Matching)Match the machine learning algorithms on the left to the correct descriptions on the right.
Question # 7 (Sentence completion)Select the answer that correctly completes the sentence. You plan to use machine learning to predict how ill dogs become based on their age and body fat percentage. The model should include ___________. A. two features and one label B. two labels and one feature C. three labels D. three features Question # 8 (Multiple Choice)You create a multiclass classification model. You need to evaluate the model. Which two evaluation metrics can you use? Each correct answer presents a complete solution. A. F1 score B. Accuracy C. Rand index D. Mean Squared Error (MSE) Question # 9 (Sentence completion)Select the answer that correctly completes the sentence. You train an Azure Machine Learning model and plan to deploy the model as a predictive service in a production environment. You must create an inference cluster before you deploy the model to _______________. A. Azure Kubernetes Service B. Azure Container Instance C. Azure Function D. Azure Logic Apps
Question # 10 (Multiple Choice)You plan to build and deploy a predictive model by using AutoML UI in Azure Machine Learning. Which three machine learning tasks are supported? Each correct answer presents a complete solution. A. Classification B. Regression C. Forecasting D. Clustering E. Reinforcement learning Question # 11 (Multiple Choice)Which technique serves as the basis for modern image classification solutions? A. Deep learning B. Anomaly detection C. Linear regression D. Multiple linear regression
Question # 12 (Sentence completion)Select the answer that correctly completes the sentence. You can extract information printed on food product labels by using _____________________. A. image classification B. natural language processing C. optical character recognition D. image segmentation
Question # 13 (Multiple Choice)What are two capabilities of the Azure Computer Vision service? Each correct answer presents a complete solution. A. Class prediction B. Model training C. Model authoring D. Data visualization E. Data exploration Question # 14 (Multiple Choice)You need to train a machine learning model to detect company logos in images. What should you use? A. Azure Custom Vision image classification B. Azure Custom Vision object detection C. Azure Face Service D. Language Understanding Intelligent Service (LUIS)
Question # 15 (Matching)Match the features on the left to the correct descriptions on the right.
Question # 16 (Multiple Choice)You need to collect the names of people, organizations, and events from a set of PDF documents. Which natural language processing feature should you use? A. Extractive summarization B. Sentiment analysis C. Named entity recognition D. Key phrase extraction Question # 17 (Multiple Choice)Which three capabilities does Azure Cognitive Services Text Analytics service support? Each correct answer presents a complete solution. A. Unlimited document size B. All world languages C. Chatbot integration D. Multilingual content E. Confidence scoring Question # 18 (Multiple Choice)You need to identify users based on their voice. Which Azure Speech service feature should you use? A. Conversation transcription B. Pronunciation assessment C. Language Understanding Intelligent Service (LUIS) D. Speaker recognition
Question # 19 (Sentence completion)Select the answer that correctly completes the sentence. You can exchange chatbot activities with other services by implementing ________________. A. cards B. channels C. dialog D. turns
Question # 20 (Multiple Choice)You develop a chatbot by using a Cognitive Services custom question answering project. You need to add a personality to the chatbot. What should you do? A. Provide a default answer. B. Add chitchat to the knowledge base. C. Increase the Cognitive Search resource pricing tier limit. D. Add hero cards to the chatbot.
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Which type of computer vision should you use to determine the location of cars in an image and estimate the distance between the cars?
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