Content 1 Flashcards
(124 cards)
1
Q
Azure service to use for detecting the presence of ice or snow in an image
A
Image Analysis/Custom Vision
2
Q
Azure service to use to analyse the density of stars in astronomical image
A
Custom Vision
3
Q
Azure service for defects in the weld
A
Custom Vision
4
Q
Azure service to use for analysing flows of liquids in a video
A
Video Analysis
5
Q
Azure Service for recognising different types of musical notes on sheet music
A
Custom Vision
6
Q
Azure Service for analysing the structure of a cell under a microscope
A
Custom Vision
7
Q
Azure Service for detecting the presence of shadows in an image
A
Image Analysis
8
Q
Azure Service for analysing the distribution of plants in a field
A
Azure Cognitive service for geospatial
9
Q
Azure Service for analysing the arrangement of furniture in her room layout
A
Object Detection
10
Q
Service for analysing ripeness of fruit based on appearance 
A
Custom vision (image analysis)
11
Q
What is image size requirements for Azure AI vision
A
6 mb
12
Q
Image size for Azure AI Vision 
A
50x50
13
Q
Image size for OCR read
A
50x50 - 10,000x10,000
14
Q
To analyse local image, use
A
ComputerVisionClientOperationMixin (analyze_image_in_stream)
15
Q
Total categories for categorising an image in Azure AI Image Analysis
A
86
16
Q
Analyse an image and generate a human readable phrase that describes its content
A
Azure AI Image Description
17
Q
Api endpoint for azure image description
A
POST {endpoint}/vision/v3.2/describe
18
Q
 What does the json output of image description include
A
Tags and Captions and Request ID
19
Q
API endpoint for object detection
A
POST {endpoint}/vision/v3.2/detect
20
Q
Are the objects place close together detected by object detection model
A
No
21
Q
Service that analyse content type of images and indicate whether image is clipart or line drawing
A
Azure Image Analysis Image Type
22
Q
How many categories are the image divided for clipart
A
4 (0-3)
23
Q
What does the azure ai image type returns in response
A
Image type (ClipArtType, LineDrawingType)
24
Q
How many landmarks point can face api detect
A
27
25
Which detection model is currently most accurate for landmark protection
Detection_03
26
Which face detection quality are recommended for personal enrollement
High
27
What does that identify operation takes in face detection
Single face is and PersonGroup/LargePersonGroup
28
What does that identify operation and face detection returns
List of face person object that each source face might belong to
29
What does that verify operation in Fayaz deduction takes
Single FaceId and PersonObject
30
What does the verify operation in face detection returns
Determine whether face belongs to that person
31
Are the images with extreme lightning is recognised by face detection 
No
32
For free tier, what is the maximum number of person in PersonGroup
1000
33
Represents person to be identified
PersonGroupPerson
34
Determine if a face in an input video stream is real or fake
Face Liveness Detection
35
What do use instead of azure AI vision spatial analysis
Ai video indexer
36
What to use instead of video retrieval
Azure AI content understanding
37
How many faces can be returned for an image
100
38
Api endpoint for face detection
POST {endpoint}/face/{apiVersion}/detect
39
Service to use for general unstructured documents like scan images
Azure AI Vision
40
Service to use for finding and reading text in photographs
Azure AI Vision
41
Service to use for Reading Street signs and store names
Azure AI Vision
42
Rest api for image analysis
https:///computervision/imageanalysis:analyze?
43
To use resource from client application, you must connect to its face endpoint using
Key-based authentication
44
Which language-specific SDK to use for detecting and analysing face
FaceClient
45
What are the steps for identifying faces
1. Create a personal group that define the set of individuals who you want to identify
2. Add a person to the person group for each individual you want to identify
3. Add detected faces from multiple images each person
4. Train the model
46
Do use custom vision service to create a solution how many resources you need in Azure subscriptions
2 (custom vision training and custom vision prediction)
47
Service to use for Automatically gain insights from video assets for better content management and discovery
Azure AI Video Indexer
48
Service to use to enrich video content with searchable meditator derived from audio and visual elements
Azure AI Video Indexer
49
Service to use to understand user engagement with video content to sentiment and topic analysis
Azure AI Video Indexer
50
Service to automate the creation of transcripts and captions for video accessibility
Azure AI Video Indexer
51
Service to use to accelerate video editing process by automatically identifying key moments on speaker
Azure AI Video Indexer
52
Services to use facilitate collaboration on video projects to share searchable transcripts and insights 
Azure AI Video Indexer
53
Service to use to build applications that allow user to search and navigate with using natural language
Azure AI Video Indexer
54
Which service do you use to analyse video stream and detect faces
Azure AI Video Indexer
55
Which service to you use to understand non-verbal communication in interviews or presentation
Azure AI Video Indexer
56
Which service to use to analyse and understand the sign language in videos
Azure AI Video Indexer
57
Azure Video Indexer API
https://api.videoindexer.ai/Auth//Accounts//AccessToken
58
Rest API to get a specified logo
https://api.videoindexer.ai/Auth//Accounts//Customization/CustomLogos/Logos/?
59
60
What to use in the SDK for image analysis
ImageAnalysisClient
61
62
AI service to detect the language of given text
Language detection
63
How many language can language detection detect
More than 100
64
What is the maximum size of document for language detection
5120 characters
65
For a content with mixed language within the same document which language will be returned after language detection
Predominant language
66
In the JSON output what will be the value of “kind” for language deduction
LanguageDetection
67
Which service do you use to analyse the document and identifying the main points around the context of the documents
Key Phrase Extraction (AI Language Service)
68
What size of document is best for key phrase extraction service
Large
69
If the sentence classification include positive and neutral, what will be the overall sentiment
Positive
70
If the sentence qualification include only the negative and neutral the overall sentiment is
Negative
71
If the sentence classification include positive and negative the overall sentiment is
Mixed
72
Service that enable you to define and knowledge base of a question and answer pairs that can be queried using natural language
Question Answering (AI Language)
73
How you can improve the performance of question answering service
Enable active learning and define synonyms
74
API endpoint for model training in conversation language understanding
{Endpoint}/language/authoring/analyze-conversation/projects/{project-name}/deployments/{deployment-name}?api-version={API-version}
75
Phrases that are user might enter when interacting with an application that use your language model 
Utterances
76
A task or action the user wants to perform or more simply the meaning of an utterance 
Intent
77
Intent that you should use to explicitly identify utterances that a user might submit but for which there is no specific action required
None intent
78
What is used to add specific context to intents
Entities
79
For an utterance “what is the time” what will be the intent
GetTime
80
81
For an utterance “will I need an umbrella tonight” what will it be the intent and entity
Intent: GetWeather
Entity: Time (tonight)
82
For an utterance “what is the forecast for Seattle tomorrow” what will be the intent and entities
Intent: GetWeather
Entities: Location (Seattle) Time (tomorrow)
83
For an utterance “turn the light on” what will be the intent and entities
Intent: TurnOnDevice
Entities: Device (light
84
For an utterance “Text David I’m getting late” what is the intent and entities
Intent: TextMessage
Entities: Recipient (David) Body ( I am getting late)
85
For the scenario of food ordering bot that extract dish name, Quantities, and Dietary information and restrictions from user input, use
Customer Language Understanding (AI Language Service)
86
For the scenario where voice control in music player interpret command like “play the next track” or “shuffle the playlist”, Which service to use
Customer Language Understanding (AI Language Service)
87
Call scenario where SmartHome application understands and acts on spoken commands like “turn on the living room lights”
Customer Language Understanding (AI Language Service)
88
For scenario where a meeting assistant bot identify action items and key decisions from meeting transcripts
Customer Language Understanding (AI Language Service)
89
For scenario of e-learning platform where it understands student questions within the lesson and triggers relevant resource
Customer Language Understanding (AI Language Service)
90
For single label classification model in custom text classification, specify a project type (“projectKind”) of
customSingleLabelClassification
91
API endpoint for training model in custom text classification
POST /language/analyse-text/projects//:train?api-version=
92
api endpoint to submit text for classification
POST /language/analyze-text/jobs?api-version=
93
At least requirement of files for training in Azure AI language
10
94
What is the maximum number of files for training in Azure AI Language service
10,000
95
What is the next maximum number of deployments per project in azure ai language service
10
96
What is the maximum number of entity in Azure AI language service
200
97
If the model recognise the entity well but doesn’t label it as the correct entity type what is the precision and recall
Low precision
High recall
98
If the model doesn’t always recognise the entity but when the model extract the entity the correct level is applied, what is precision and recall 
High precision
Low recall
99
Which service to use to convert text from its native script and alternative script
Azure AI Translator
100
Which function do used in REST API to detect the language in which the text is written
Detect
101
API endpoint for detecting language for translation
https://api.cognitive.microsofttranslator.com/detect?api-version=3.0
102
Which function to call for translating text language from one to another
Translate
103
Which parameter to specify indicate the source language
from
104
Which parameter to specify the language into which you want the text translated
to
105
Api endpoint to translate Japanese into English and French
POST https://api.cognitive.microsofttranslator.com/translate?api-version=3.0&from=ja&to=fr&to=en
106
Function to call to convert one script into another
Transliterate
107
Parameter to identify the script which is to be changed
fromScript
108
Parameter to identify which script the current script should be converted
toScript
109
Api endpoint to transliterate Japanese script into Latin
POST https://api.cognitive.microsofttranslator.com/transliterate?api-version=3.0&fromScript=ja&toScript=Latn
110
In translation, for word alignment which parameter to specify
includeAlignment=True
111
In translation, to know the length of translation which parameter to specify
includeSentenceLenght=true
112
To obscure or omit certain text in translation what parameter to specify
profanityAction
113
What shall be the value of profanityAction to omit the text from translation
profanityAction=Deleted
114
What shall be the value of profanityMarker to replace profine text with asteriks
profanityMarker=Marked
115
What shall be the value of profanity marker but enclose the profanities in XML tags
profanityMarker=Deleted
116
What should be added to the headers of custom translation
1- ocp-apim-subscription-key
2- content-type
117
118
119
How to define synonyms in question answering service
Using REST API
120
Which language service to use to provide instant answer from internal policy document
Custom Question Answering
121
Which language service to use to address basic technical issue using troubleshooting guides
Custom Question Answering
122
Which language service to use to provide multilingual support using translated knowledge bases
Custom Question Answering
123
Which language service to use to enable hands-free information access via voice assistant
Custom Question Answering
124
