WorksheetsAzureAI-Final
Total questions: 48
Worksheet time: 28mins
What are the skills measured in the Azure AI Engineer Associate certification exam?
Implementing decision support solutions
Implementing natural language processing solutions
Implementing knowledge mining and document intelligence solutions
All of the mentioned
What is the official Python library for the OpenAI API?
openai
openai-python
openai-api
openai-lib
Which statement is an example of a Microsoft responsible AI principle?
AI systems must use only publicly available data
AI systems must be transparent and inclusive
AI systems must keep personal details public
AI systems must protect the interests of the company
What is the recommended way to store your OpenAI API Key?
Hardcode it in your Python script
Store it in a text file
Pass it as a command-line argument
Store it in a .env file using python-dotenv
What is the primary purpose of Named Entity Recognition (NER) in natural language processing?
Translating text between languages
Extracting insights from text data
Recognizing and classifying entities like names, locations, and organizations in text
Generating human-like text using language models
In the context of computer vision, what is a bounding box?
A filter applied to enhance image contrast
A rectangle that encloses an object of interest in an image
The process of dividing an image into smaller regions
A visual representation of pixel intensities in an image
What is the primary function of Azure Text Analytics?
Language translation
Creating custom language models
Building conversational interfaces
Sentiment analysis, key phrase extraction, and named entity recognition
What are the primary skills required for a Data Scientist role?
Data visualization and storytelling
Statistical analysis and hypothesis testing
Machine learning and predictive modeling
All of the mentioned
Which machine learning technique is commonly used for anomaly detection?
Supervised learning
Unsupervised learning
Reinforcement learning
Semi-supervised learning
What is the primary function of Azure Form Recognizer?
Extracting insights from text data
Recognizing and extracting key information from forms and documents
Creating custom language models
Building conversational interfaces
What is the purpose of a data source connection configuration in Azure Knowledge Mining?
To define security policies for the data sources
To specify the location of the search index
To establish a connection with external databases
To provide credentials and connection details for indexing data
Which computer vision technique is commonly used for facial recognition and emotion analysis?
Object Detection
Image Classification
Facial Landmark Detection
Image Segmentation
What is the main objective of sentiment analysis in natural language processing?
Identifying grammatical errors in text
Extracting key phrases from text
Recognizing and classifying emotions in text
Generating human-like text using language models
Which of the following human attributes can AI imitate?
Making decisions based on data and past experience
Recognizing abnormal events
Interpreting visual input
Understanding written and spoken language
Critical thinking for moral, ethical, and humane behavior
Which of the following are common AI workloads? (Select Two)
Machine Learning
Blockchain
Computer Vision
Batch processing
Which feature of the Azure Machine Learning service allows non-experts to create machine learning models
quickly by just submitting data and selecting the desired model?
Automated machine learning
Pipelines
Data and compute management
Azure machine learning designer
Systems that detect unusual patterns or events, enabling pre-emptive action
Anomaly Detection
Computer Vision
Natural Language Processing
Conversational AI
AI agents, (or bots), that can engage in dialogs with human users
Conversational AI
Computer Vision
Anomaly Detection
Which of the responsible AI principles is concerned with the mitigation of bias in a machine learning model ?
Transparency
Inclusiveness
Accountability
Fairness
An app is able to extract the nutrition facts from food products as text. Which type of computer vision does it perform?
facial recognition
Semantic segmentation
Optical Character Recognition
Object Classification
Which one is an example of an anomaly detection workload?
Analyze the sentiment of an article
Predict next month's product sales
Extract handwritten text
Identify fraudulent credit card payment
You are developing an application that must take English input from a text source and generate a real-time text-based transcription in French. Which service should you use?
Translator Text
Speech
Text Analytics
You want to train a model that classifies images of dogs and cats based on a collection of your own digital photographs. Which Azure service should you use?
Azure Bot Service
Custom Vision
Mobile Vision
Microsoft Vision
It enables you to define and publish a knowledge base of questions and answers with support for natural language querying.
Bot Framework
QnA Maker Service
Azure Bot Service
Conversational AI
This service provides a framework for developing, publishing, and managing bots on Azure.
Framework Service
QnA Maker Service
Azure Bot Service
Conversational AI
You can write code to create and manage knowledge bases using the QnA Maker REST API or SDK.
False
True
You can delete the resource group or individual resources from your Azure subscription.
True
False
A knowledge base is what?
Question and answer pairs that can be queried using natural language input
Question and answer pairs that can be queried using exact language input
A list of facts that can be queried using natural language input
A list of questions that can be queried using exact language input
What are two ways you can populate a knowledge base with existing question and answer pairs? Select all that apply.
Import questions and answers from existing web pages or documents
Import answers from an existing web pages or documents and use AI to create the questions.
Add pre-defined “chit-chat” pairs that include common conversational questions and responses.
You cannot populate a knowledge base with existing question and answer pairs.
Can you create a QnA Maker solution without using the QnA Maker portal?
Yes, you can use machine learning to write code that defines, trains, and publishes the knowledge base.
Yes, you can use the REST API or SDK to write code that defines, trains, and publishes the knowledge base.
No, you must use the QnA Maker to create a QnA Maker solution.
No, but you can create a knowledge base using the Knowledge SDK.
Both language understanding and QnA Maker Knowledge base are forms of language models, but there are some differences. What action does the QnA Maker enable that the Language Understanding service does not?
User submits an utterance, expecting an appropriate response or action.
Response indicates the most likely intent and referenced entities
Response is a static answer to a known question
What service is used to create a bot from your knowledge base?
QnA Maker
Language Understanding
Text Analytics
Language Analytics
1.
You want to use the Azure AI Vision Analyze Image function to generate an appropriate caption for an image. Which visual feature should you specify?
Densecaption
Tags
Objects
Metadata
What is the purpose of the Azure AI Vision service?
To provide functionality for audio transcription
To extract information from images
To detect the presence and location of specific sounds within an audio file
To translate the instructions in AzureAI Lab
Which of the following facial attributes can the Azure AI Vision service predict?
Location.
Type of eye-glasses.
Occlusion.
Eyelens
You need to create a facial recognition solution to identify named employees. Which service should you use?
Azure AI Vision.
Azure AI Custom Vision.
Face.
AI Translate.
You need to verify that the person in a photo taken at hospital reception is the same person in a photo taken at a ward entrance 10 minutes later. What should you do?
Create a People Group and add a person for every hospital visitor with multiple photographs to train a model.
Verify the face in the ward photo by comparing it to the detected face ID from the reception photo.
Compare the Age, head pose, and hair color for the faces in the reception and ward photo's.
Remember the faces and Manually choose it
Which cloud model uses some datacenters focused on providing cloud services to anyone that wants them, and some data centers that are focused on a single customer?
Public Cloud
Private Cloud
Hybrid Cloud
Multi Cloud
According to the shared responsibility model, which cloud service type places the most responsibility on the customer?
IaaS
PaaS
FaaS
SaaS
What is characterized as the ability of a system to recover from failures and continue to function?
Reliability
Predictability
Scalability
Scalability
An application requires three separate AI services. To see the cost for each separately, what type of resource(s) should be created?
A multi-service resource that includes all the AI services
A single-service resource for each AI service
It's not possible to see costs for individual AI services
A Twin-service resource for each AI service
After logging into one of the individual Azure studios, what is one task to complete to begin using the studio?
Input a key and endpoint into the studio
Customize the API request.
Associate a resource with the studio
Refresh the page
What is an Azure AI services resource?
A bundle of several AI services in one resource
An AI service to recognize faces
A single-service resource for Azure AI Search
AI Service to Translate
Your organization has an existing frequently asked questions (FAQ) document. You need to create a knowledge base that includes the questions and answers from the FAQ with the least possible effort. What should you do?
Create an empty knowledge base, and then manually copy and paste the FAQ entries into it.
Import the existing FAQ document into a new knowledge base.
Import a pre-defined chit-chat data source.
You want to create a knowledge base for your organization’s bot service. Which Azure AI service is best suited to creating a knowledge base?
Conversational Language Understanding
Question Answering
Optical Character Recognition
You plan to build an application that uses Azure AI Speech to transcribe audio recordings of phone calls into text, and then submit the transcribed text to Azure AI Language to extract key phrases. You want to manage access and billing for the application services with a single Azure resource. Which type of Azure resource should you create?
Speech
Language
Azure AI services
Translate
You want to use Azure AI Speech service to build an application that reads incoming email message subjects aloud. Which API should you use?
Speech to text
Text to speech
Translator
Transliterator
What is the main function of the Azure AI Speech to text API?
It converts text into audible speech.
It translates speech from one language to another.
It performs real-time or batch transcription of audio into a text format.
