Microsoft Azure AI Fundamentals Questions and Answers
Match the types of natural languages processing 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.

Select the answer that correctly completes the sentence.

You have a natural language processing (NIP) model that was created by using data obtained without permission.
Which Microsoft principle for responsible Al does this breach?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE; Each correct selection is worth one point.

For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

You have the process shown in the following exhibit.

Which type AI solution is shown in the diagram?
You use Azure Machine Learning designer to publish an inference pipeline.
Which two parameters should you use to consume the pipeline? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Which Azure Cognitive Services service can be used to identify documents that contain sensitive information?
You need to create a model that labels a collection of your personal digital photographs.
Which Azure Al service should you use?
To complete the sentence, select the appropriate option in the answer area.

Match the tool to the Azure Machine Learning task.
To answer, drag the appropriate tool from the column on the left to its tasks on the right. Each tool may be used once, more than once, or not at all
NOTE: Each correct match is worth one point.

Which parameter should you configure to produce more verbose responses from a chat solution that uses the Azure OpenAI GPT-3.5 model?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

You need to scan the news for articles about your customers and alert employees when there is a negative article. Positive articles must be added to a press book.
Which natural language processing tasks should you use to complete the process? To answer, drag the appropriate tasks to the correct locations. Each task may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

What should you do to reduce the number of false positives produced by a machine learning classification model?
Which scenario is an example of a webchat bot?
You are developing a natural language processing solution in Azure. The solution will analyze customer reviews and determine how positive or negative each review is.
This is an example of which type of natural language processing workload?
Which two tools can you use to call the Azure OpenAI service? Each correct answer presents a complete solution.
NOTE: Each correct answer is worth one point.
What are two tasks that can be performed by using the Computer Vision service? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
Which OpenAI model does GitHub Copilot use to make suggestions for client-side JavaScript?
What should you do to ensure that an Azure OpenAI model generates accurate responses that include recent events?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE; Each correct selection is worth one point.

You are building a tool that will process images from retail stores and identify the products of competitors.
The solution will use a custom model.
Which Azure Cognitive Services service should you use?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Which two resources can you use to analyze code and generate explanations of code function and code comments? Each correct answer presents a complete solution.
NOTE: Each correct answer is worth one point.
You deploy the Azure OpenAI service to generate images.
You need to ensure that the service provides the highest level of protection against harmful content.
What should you do?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

To complete the sentence, select the appropriate option in the answer area.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

You have a chatbot that answers technical questions by using the Azure OpenAI GPT-3.5 large language model (LLM). Which two statements accurately describe the chatbot? Each correct answer presents a complete solution.
NOTE: Each correct answer is worth one point.
You have an app that identifies the coordinates of a product in an image of a supermarket shelf.
Which service does the app use?
What can be used to complete a paragraph based on a sentence provided by a user?
To complete the sentence, select the appropriate option in the answer area.

You plan to deploy an Azure Machine Learning model by using the Machine Learning designer
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

You need to identify street names based on street signs in photographs.
Which type of computer vision should you use?
To complete the sentence, select the appropriate option in the answer area.

You need to track multiple versions of a model that was trained by using Azure Machine Learning. What should you do?
Select the answer that correctly completes the sentence.

When training a model, why should you randomly split the rows into separate subsets?
To complete the sentence, select the appropriate option in the answer area.

Select the answer that correctly completes the sentence.

You are creating an app to help employees write emails and reports based on user prompts. What should you use?
Match the Al workload to the appropriate task.
To answer, drag the appropriate Ai workload from the column on the left to its task on the right. Each workload may be used once, more than once, or not at all.
NOTE: Each correct match is worth one point.

An app that analyzes social media posts to identify their tone is an example of which type of natural language processing (NLP) workload?
Which action can be performed by using the Azure Al Vision service?
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.

Select the answer that correctly completes the sentence.

You are building an AI system.
Which task should you include to ensure that the service meets the Microsoft transparency principle for responsible AI?
To complete the sentence, select the appropriate option in the answer area.

What should you use to identify similar faces in a set of images?
Select the answer that correctly completes the sentence.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

You need to analyze images of vehicles on a highway and measure the distance between the vehicles. Which type of computer vision model should you use?
What ate two common use cases for generative Al solutions? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
To complete the sentence, select the appropriate option in the answer area.

Which Azure Al Language feature can be used to retrieve data, such as dates and people's names, from social media posts?
What are three Microsoft guiding principles for responsible AI? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
What are two metrics that you can use to evaluate a regression model? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
You have a large dataset that contains motor vehicle sales data.
You need to train an automated machine learning (automated ML) model to predict vehicle sale values based on the type of vehicle.
Which task should you select? To answer, select the appropriate task in the answer area.
NOTE: Each correct selection is worth one point.

Select the answer that correctly completes the sentence.

You are building a knowledge base by using QnA Maker. Which file format can you use to populate the knowledge base?
A medical research project uses a large anonymized dataset of brain scan images that are categorized into predefined brain haemorrhage types.
You need to use machine learning to support early detection of the different brain haemorrhage types in the images before the images are reviewed by a person.
This is an example of which type of machine learning?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

You need to generate images based on user prompts. Which Azure OpenAI model should you use?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

You need to convert handwritten notes into digital text.
Which type of computer vision should you use?
Select the answer that correctly completes the sentence.

Select the answer that correctly completes the sentence.

Stating the source of the data used to train a model is an example of which responsible Al principle?
Your company manufactures widgets.
You have 1.000 digital photos of the widgets.
You need to identify the location of the widgets within the photos.
What should you use?
You need to build an image tagging solution for social media that tags images of your friends automatically. Which Azure Cognitive Services service should you use?
Which format should you use to send requests to a REST API endpoint for Azure OpenAI?
Select the answer that correctly completes the sentence.

Select the answer that correctly completes the sentence.

To complete the sentence, select the appropriate option in the answer area.

You need to reduce the load on telephone operators by implementing a chatbot to answer simple questions with predefined answers.
Which two AI service should you use to achieve the goal? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
You send an image to a Computer Vision API and receive back the annotated image shown in the exhibit.

Which type of computer vision was used?
In which two scenarios can you use speech recognition? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
You need to build an app that will read recipe instructions aloud to support users who have reduced vision.
Which version service should you use?
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Which two scenarios are examples of a conversational AI workload? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
Select the answer that correctly completes the sentence.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE Each correct selection is worth one point

Which machine learning technique can be used for anomaly detection?
What is an advantage of using a custom model in Form Recognizer?
Your company wants to build a recycling machine for bottles. The recycling machine must automatically identify bottles of the correct shape and reject all other items.
Which type of AI workload should the company use?
You run a charity event that involves posting photos of people wearing sunglasses on Twitter.
You need to ensure that you only retweet photos that meet the following requirements:
Include one or more faces.
Contain at least one person wearing sunglasses.
What should you use to analyze the images?
You have a website that includes customer reviews.
You need to store the reviews in English and present the reviews to users in their respective language by recognizing each user’s geographical location.
Which type of natural language processing workload should you use?
You need to generate cartoons for use in a brochure. Each cartoon will be based on a text description.
Which Azure OpenAI model should you use?
To complete the sentence, select the appropriate option in the answer area.
Computer vision capabilities can be Deployed to………………..
You need to provide customers with the ability to query the status of orders by using phones, social media, or digital assistants.
What should you use?





















































