The ............................. is a cloud-based platform for creating, managing, and publishing machine learning models
Which cognitive services offers face detection and some basic face analysis, such as returning the bounding box coordinates around an image
The Knowledge mining service in Microsoft Azure is called
The ............................. is the capability for a computer to interpret written or spoken language, and respond in kind
The ............................. is often the foundation for an AI system, and is the way we "teach" a computer model to make predictions and draw conclusions from data
How should you collect telemetry for your Azure Cognitive Services resource for later analysis
The ............................. is the capability to extract information from large volumes of often unstructured data to create a searchable knowledge store
You train an image classification model that achieves less than satisfactory evaluation metrics. How might you improve it
When running code on your computer that connects to Cognitive Services, you receive an error that access is denied due to Virtual Network/Firewall rules. What configuration do you need to set in the Cognitive Services instance
Which machine learning approach starts with a dataset without known label values
In Azure Machine Learning studio, you can manage the compute targets for your data science activities. Which compute type is a Deployment targets for predictive services that use your trained models
The ............................. is a machine learning based technique that analyzes data over time and identifies unusual changes
Which statement describe "Data and compute management" the in Azure Machine Learning
The Custom Vision cognitive service in Azure enables you to create object detection models that meet the needs of many computer vision scenarios with minimal deep learning expertise and fewer training images
Which generative AI model family would you use to summarize a paragraph of text
Which machine learning approach requires you to start with a dataset with known label values
The ............................ is a web portal for machine learning solutions in Azure. It includes a wide range of features and capabilities that help data scientists prepare data, train models, publish predictive services, and monitor their usage
The .................. is the percentage of class predictions did the model correctly identify
The ............................ classify individual objects within the image, and to return the coordinates of a bounding box that indicates the object's location
In Azure Machine Learning, operations that you run are called
You plan to use the language detection functionality of the Language cognitive service in a container. Which container image should you deploy
Containers enable you to host Azure Cognitive Services on
You plan to use the Form Recognizer pre-built receipt model. Which kind of Azure resource should you create
You want to use the Computer Vision service to identify the location of individual items in an image. Which of the following features should you retrieve
A further application of Face detection is to train a machine learning model to identify known individuals from their facial features. This usage is more generally known a
You want to create a model to predict sales of ice cream based on historic data that includes daily ice cream sales totals and weather measurements. Which Azure service should you use
A bank wants to use historic loan repayment records to categorize loan applications as low-risk or high-risk based on characteristics like the loan amount, the income of the borrower, and the loan period. What kind of machine learning model should the bank use automated machine learning to create
The model that works with images is called
You need to regenerate the primary subscription key for a Cognitive Services resource that an app uses. What should you do first to minimize service interruption for the app
The ............................. is a form of machine learning used to understand the relationships between variables to predict a desired outcome
You want to use the Computer Vision service to analyze images of locations and identify well-known buildings. What should you do
Which cognitive services offers pre-built algorithms that can detect, recognize, and analyze faces
You are designing an AI application that uses images to detect cracks in car windshields and warn drivers when a windshield should be repaired or replaced. What AI workload is described
You want to extract text from images and then use the Language service to analyze the text. You want developers to require only one key and endpoint to access all of your services. What kind of resource should you create in your Azure subscription
The ............................. is an example of a supervised machine learning technique in which you train a model using data that includes both the features and known values for the label, so that the model learns to fit the feature combinations to the label
You have published an image classification model. What information must you provide to developers who want to use it
The ............................. is the term used to describe solutions that involve extracting information from large volumes of often unstructured data to create a searchable knowledge store
The ............................. is the capability to automatically detect errors or unusual activity in a system
You're using Azure Machine Learning designer to create a training pipeline for a binary classification model. You've added a dataset containing features and labels, a Two-Class Decision Forest module, and a Train Model module. You plan to use Score Model and Evaluate Model modules to test the trained model with a subset of the dataset that wasn't used for training. What's another module should you add
Which type of supervised machine learning used to determine a class label
The ............................ is a machine learning based form of computer vision in which a model is trained to categorize images based on the primary subject matter they contain
In Microsoft Azure, the Anomaly Detector service provides an application programming interface (API) that developers can use to create anomaly detection solutions
In Azure Machine Learning, data for model training and other operations is usually encapsulated in an object called a
You are viewing a metric for your Cognitive Services resource in a chart. You want to combine the chart with visualizations of other resources and data. What should you do
Azure OpenAI Service is a result of the partnership between Microsoft and Google
You want to use the Computer Vision service to analyze images. You also want to use the Language service to analyze text. You want developers to require only one key and endpoint to access all of your services. What kind of resource should you create in your Azure subscription
AI is the creation of software that imitates human behaviors and capabilities
You are using the Form Recognizer service to analyze receipts that you have scanned into JPG format images. What is the maximum file size of JPG file you can submit to the pre-built receipt model
You are creating a training pipeline for a regression model. You use a dataset that has multiple numeric columns in which the values are on different scales. You want to transform the numeric columns so that the values are all on a similar scale. You also want the transformation to scale relative to the minimum and maximum values in each column. Which module should you add to the pipeline
Some sample applications of object detection include
