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AI-102 exam dumps: questions 101 to 200 of 492

Page 2 of the free AI-102 question bank for the Designing and Implementing a Microsoft Azure AI Solution exam. Questions 101 to 200 are listed below, the first 5 in full with answers and explanations. Back to page 1 for the exam overview and FAQ.

Question bank last updated May 2025

Free AI-102 practice questions

Questions 101 to 105 of 492

Pick an answer before you open the explanation. Each question also has its own page with a permalink.

AI-102 Question 101

Select 3

You are designing an Azure AI solution to automatically process images and extract relevant information for a retail company. The company needs to analyze product images to identify objects, detect brands, and recognize handwritten price tags. Which visual features should you select to meet these requirements?

  1. A

    Objects

  2. B

    Brands

  3. C

    Handwriting

  4. D

    Faces

  5. E

    Color

Show answer and explanation

Correct answers: A, B, C

Explanation

To meet the requirements of identifying objects, detecting brands, and recognizing handwritten price tags, the appropriate visual features are 'Objects', 'Brands', and 'Handwriting'. These features directly address the outlined needs of the retail company, while 'Faces' and 'Color' are not relevant to the given scenario.

  • A. Correct.

    Selecting 'Objects' helps identify and label items within the image, which is essential for identifying products in the retail context.

  • B. Correct.

    Selecting 'Brands' enables the detection and recognition of brand logos from the images, aligning with the requirement to detect brands.

  • C. Correct.

    Selecting 'Handwriting' allows the solution to recognize and process handwritten text, such as price tags, fulfilling the handwritten price tag requirement.

  • D. Incorrect.

    Selecting 'Faces' is not relevant here as the scenario does not involve identifying or analyzing human faces.

  • E. Incorrect.

    Selecting 'Color' is not relevant as the scenario does not include requirements to analyze the color characteristics of the images.

AI-102 Question 102

Select 3

A retail company wants to analyze product images to identify items, detect brand logos, and extract text from labels. They intend to use Azure Cognitive Services for their solution. Which visual features should they select to meet these requirements?

  1. A

    Objects

  2. B

    Brands

  3. C

    OCR

  4. D

    Faces

  5. E

    Color

Show answer and explanation

Correct answers: A, B, C

Explanation

To fulfill the requirements of identifying items, detecting brand logos, and extracting text from product images, the 'Objects', 'Brands', and 'OCR' features are necessary. 'Objects' helps identify items in the images, 'Brands' detects brand logos, and 'OCR' extracts text from labels. The 'Faces' and 'Color' features do not address the stated requirements.

  • A. Correct.

    The 'Objects' feature detects and identifies objects within an image, which is useful for identifying items in product images.

  • B. Correct.

    The 'Brands' feature detects brand logos in images, which is relevant for analyzing brand presence in the product images.

  • C. Correct.

    The 'OCR' (Optical Character Recognition) feature extracts text from images, making it suitable for reading text from product labels.

  • D. Incorrect.

    The 'Faces' feature detects human faces in images, which is not relevant for identifying items, logos, or extracting text from product images.

  • E. Incorrect.

    The 'Color' feature analyzes the dominant and accent colors in an image, which is not required for item identification, logo detection, or text extraction.

AI-102 Question 103

Select 3

A retail company wants to automate the process of analyzing product images uploaded by their vendors. They need to identify objects in the images, extract text from product labels, and determine if the image contains explicit content to comply with guidelines. Which visual features should they use in Azure Computer Vision to meet these requirements?

  1. A

    Objects

  2. B

    Tags

  3. C

    OCR (Optical Character Recognition)

  4. D

    Adult

  5. E

    Faces

  6. F

    Color

Show answer and explanation

Correct answers: A, C, D

Explanation

To meet the requirements, the company needs to identify objects in the images (Objects), extract text from product labels (OCR), and check for explicit content (Adult). These specific features address all the stated needs, while other options like Tags, Faces, and Color are not relevant to the scenario.

  • A. Correct.

    Objects is the correct feature for detecting and identifying objects in an image. This meets the requirement to identify objects in the product images.

  • B. Incorrect.

    Tags provides a general description of the image but does not specifically identify objects or text. It is not required for this scenario.

  • C. Correct.

    OCR (Optical Character Recognition) is the correct feature for extracting text from product labels. This meets the requirement for textual data extraction.

  • D. Correct.

    Adult is the correct feature for detecting explicit content. This meets the requirement to ensure compliance with content guidelines.

  • E. Incorrect.

    Faces detects and analyzes human faces in an image, but this is not relevant to the scenario since there is no specific requirement related to faces.

  • F. Incorrect.

    Color analyzes the dominant colors in an image, which is unrelated to the requirements in this scenario.

AI-102 Question 104

Select 2

You are designing an Azure AI solution for a retail company that needs to analyze customer images uploaded via a mobile app. The solution must identify objects in the images, such as clothing items and accessories, and extract text from labels or tags visible in the photos. Which visual features should you select to meet these requirements?

  1. A

    Objects

  2. B

    Tags

  3. C

    OCR (Optical Character Recognition)

  4. D

    Faces

  5. E

    Color

Show answer and explanation

Correct answers: A, C

Explanation

To meet the requirements of identifying objects (clothing items and accessories) and extracting text (labels or tags) from customer images, you should select the 'Objects' feature for object detection and the 'OCR' feature for text extraction. Other features like 'Tags,' 'Faces,' and 'Color' do not directly address these specific requirements.

  • A. Correct.

    The 'Objects' feature is used to detect and identify objects in images, such as clothing items or accessories. This is relevant to the requirement to identify objects in the uploaded images.

  • B. Incorrect.

    The 'Tags' feature provides general descriptive labels for an image but does not focus on specific object detection or text extraction. This feature does not directly meet the requirements.

  • C. Correct.

    OCR (Optical Character Recognition) is used to extract text from images, such as text on labels or tags. This directly fulfills the requirement to extract text from the uploaded photos.

  • D. Incorrect.

    The 'Faces' feature detects faces in an image and provides information such as face locations or emotions, which is not required in the given scenario.

  • E. Incorrect.

    The 'Color' feature provides information about the dominant and accent colors in the image, which is unrelated to identifying objects or extracting text.

AI-102 Question 105

Single answer

You are designing a solution to analyze images uploaded by users to a retail website. The solution should automatically detect objects in the images and generate descriptive tags for the items to improve searchability. Which Azure service should you use to implement this functionality?

  1. A

    Azure Computer Vision

  2. B

    Azure Form Recognizer

  3. C

    Azure Cognitive Search

  4. D

    Azure Face API

Show answer and explanation

Correct answer: A

Explanation

Azure Computer Vision is specifically designed to analyze images and extract meaningful information, including object detection and image tagging. This makes it the ideal choice for the given scenario where images need to be analyzed to enhance searchability on a retail website.

  • A. Correct.

    Azure Computer Vision is the correct service for detecting objects in images and generating descriptive tags. It provides pre-trained models for analyzing visual content in images.

  • B. Incorrect.

    Azure Form Recognizer is used for extracting structured data from documents like invoices and receipts. It is not designed for object detection or image tagging.

  • C. Incorrect.

    Azure Cognitive Search is a search service that allows for text indexing and querying. While it can be used in conjunction with image analysis, it does not perform object detection or tagging on its own.

  • D. Incorrect.

    Azure Face API is specialized for facial recognition, detecting faces, and analyzing facial attributes. It is not suitable for general object detection or generating image tags.

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AI-102 practice questions 101 to 200 of 492

Every question has a page with the answer and explanation. Numbers are stable, so you can bookmark or share them. The bank is split into 5 pages of up to 100 questions.

  1. 101.You are designing an Azure AI solution to automatically process images and extract relevant information for a...
  2. 102.A retail company wants to analyze product images to identify items, detect brand logos, and extract text from...
  3. 103.A retail company wants to automate the process of analyzing product images uploaded by their vendors. They...
  4. 104.You are designing an Azure AI solution for a retail company that needs to analyze customer images uploaded...
  5. 105.You are designing a solution to analyze images uploaded by users to a retail website. The solution should...
  6. 106.You are developing an Azure AI solution for an e-commerce platform that needs to automatically tag product...
  7. 107.You are building an AI solution that needs to detect objects in images and generate descriptive tags for...
  8. 108.You are working on an AI solution that requires detecting objects in images and generating image tags for a...
  9. 109.You are building an Azure AI solution for a retail company to automatically analyze product images uploaded...
  10. 110.You are developing an Azure AI application that processes images uploaded by users. The application must...
  11. 111.You are developing an Azure-based application that processes images uploaded by users. The application needs...
  12. 112.You are building an Azure AI solution that processes images uploaded by users. You need to analyze the...
  13. 113.You are developing an Azure AI application to analyze images uploaded by users. The application must extract...
  14. 114.You are designing an Azure AI solution to analyze images uploaded by users to a web application. The solution...
  15. 115.You are using the Azure Computer Vision API to analyze an image for text recognition (OCR). The API response...
  16. 116.You are building an Azure AI-based application that uses the Computer Vision API to analyze images uploaded...
  17. 117.You are developing an Azure AI solution that uses the Computer Vision API to analyze an image. The image...
  18. 118.You are developing an AI-powered application using Azure Cognitive Services' Computer Vision API. The...
  19. 119.You are designing a solution that uses Azure Cognitive Services' Computer Vision API to analyze images...
  20. 120.You are designing a solution to process scanned invoices for your company. The goal is to extract text from...
  21. 121.You are designing a solution to extract text from scanned invoices for your company using Azure AI Vision....
  22. 122.You are developing an application that needs to extract text from scanned invoices and receipts in various...
  23. 123.You are building an application that processes scanned receipts and extracts text to analyze purchase...
  24. 124.You are building a document processing solution using Azure AI Vision. Your task is to extract text from...
  25. 125.You are developing a document processing solution for a financial organization using Azure AI Vision. The...
  26. 126.You are tasked with building a system to digitize handwritten forms using Azure AI. The forms include both...
  27. 127.You are tasked with building a solution to digitize handwritten forms submitted by customers using Azure AI...
  28. 128.You are tasked with creating a solution that extracts handwritten text from scanned documents using Azure AI...
  29. 129.You are tasked with building a solution that processes handwritten notes from scanned documents and extracts...
  30. 130.You are building a solution for a retail client that requires analyzing security camera footage to detect...
  31. 131.You are designing an AI solution to analyze images for a retail application. The application needs to...
  32. 132.You are designing an AI solution to analyze images provided by a retail company. They require a system that...
  33. 133.You are tasked with developing a solution for a retail application that analyzes images of grocery shelves....
  34. 134.You are building an AI solution that processes images captured by security cameras. The solution needs to...
  35. 135.You are designing an AI solution for an e-commerce company to label images of products for their catalog. The...
  36. 136.You are working on an Azure AI solution to automate the labeling of images for a machine learning model. You...
  37. 137.You are tasked with building a solution in Azure to label a large dataset of images for a machine learning...
  38. 138.You are building an image classification solution using Azure Custom Vision. Your goal is to create a model...
  39. 139.A company has a large dataset of images and wants to use Microsoft Azure to automatically label these images...
  40. 140.You are tasked with building a custom image classification model for identifying different types of fruits...
  41. 141.You are tasked with building a custom image classification model to identify different types of fruits in an...
  42. 142.You are tasked with building a custom image classification model using Azure Cognitive Services Custom...
  43. 143.You are tasked with building a custom image classification model to identify different species of birds using...
  44. 144.You are tasked with building a custom image classification model to identify different types of fruits (e.g.,...
  45. 145.You are evaluating the performance of a custom vision model that classifies defective and non-defective...
  46. 146.You have trained a custom vision classification model in Azure AI to identify different types of fruits....
  47. 147.You have trained a custom vision model in Azure Custom Vision and are evaluating its performance using key...
  48. 148.You are a data scientist tasked with evaluating the performance of a custom vision classification model...
  49. 149.You have trained a custom vision model for classifying images into three categories: 'Cat', 'Dog', and...
  50. 150.You have trained a custom vision model using the Custom Vision service in Azure to classify images of...
  51. 151.You have trained a custom image classification model using Azure Custom Vision. Now, you need to publish it...
  52. 152.You have trained a custom vision model using the Azure Custom Vision service. You need to publish the model...
  53. 153.You have developed a custom vision model using Azure Custom Vision to classify images of different types of...
  54. 154.You have trained a custom vision model in Azure Custom Vision to classify images of damaged and undamaged...
  55. 155.You have deployed a Custom Vision model in Azure to classify images of defective and non-defective products...
  56. 156.You have trained a Custom Vision model in Azure to classify images into different categories. You now need to...
  57. 157.You have trained a custom vision model in Azure Custom Vision and published it for prediction. Your client...
  58. 158.You have trained a custom vision model using Azure Custom Vision and published it to an endpoint. You want to...
  59. 159.You have trained a custom image classification model using Azure Custom Vision and published the model to an...
  60. 160.You are developing a solution for a media company that wants to use Azure AI Video Indexer to analyze...
  61. 161.You are tasked with analyzing a library of recorded webinars to extract key insights such as topics...
  62. 162.A company wants to analyze customer sentiment and identify key topics from their webinar recordings. They...
  63. 163.You are working for a media company that streams live sports events, and you want to use Azure AI Video...
  64. 164.Your organization wants to analyze recorded customer support video calls to improve service quality. The goal...
  65. 165.You are designing an AI solution to monitor customer activity in a retail store using Azure AI Vision Spatial...
  66. 166.You are building a solution to monitor customer movement patterns in a retail store using Azure AI Vision...
  67. 167.You are designing an Azure AI Vision solution to analyze a live video feed and detect the presence and...
  68. 168.You are developing a smart surveillance system using Azure AI Vision's Spatial Analysis feature. The system...
  69. 169.You are tasked with designing an Azure AI Vision Spatial Analysis solution for a retail store to monitor foot...
  70. 170.You are building a customer feedback analysis solution using Azure AI Language. The goal is to extract key...
  71. 171.A retail company wants to analyze customer reviews for their products to identify sentiment and extract key...
  72. 172.You are building a customer service chatbot using Azure AI Language to analyze text input from users. Your...
  73. 173.Your organization needs to analyze customer feedback collected via emails to identify key themes and...
  74. 174.You are designing a solution using Azure AI Language to analyze customer reviews for a retail company. The...
  75. 175.You are building a customer feedback analysis solution using Azure AI services. Your goal is to extract key...
  76. 176.You are developing an Azure AI solution for a company that processes customer feedback. The goal is to...
  77. 177.You are working on a customer feedback analysis application using Azure AI. The goal is to extract key...
  78. 178.You are developing an Azure AI solution for a customer support system that analyzes customer feedback and...
  79. 179.You are designing an Azure solution to analyze customer feedback stored in text files using the Text...
  80. 180.You are designing an Azure AI solution for a financial services company. They need to extract key entities...
  81. 181.You are tasked with building a customer support chatbot using Azure Cognitive Services. The chatbot needs to...
  82. 182.You are designing an Azure AI solution for a customer service chatbot. The chatbot must extract entities such...
  83. 183.You are designing a Microsoft Azure AI solution to process customer feedback from product reviews and extract...
  84. 184.You are developing an Azure AI solution to process customer feedback from support tickets. The goal is to...
  85. 185.A retail company wants to analyze customer feedback submitted through their website to determine if the...
  86. 186.You are developing an application that analyzes customer feedback submitted through a web form. The feedback...
  87. 187.You are designing a customer feedback analysis tool for an e-commerce platform using Azure Cognitive...
  88. 188.You are developing a customer feedback analysis application for a retail company. The application needs to...
  89. 189.You are developing a customer feedback analysis system for an e-commerce platform using Azure Cognitive...
  90. 190.You are building a customer support chatbot for a global company that supports users in multiple languages....
  91. 191.You are designing an Azure AI solution to process customer feedback submitted in multiple languages. The...
  92. 192.You are developing an application that analyzes customer feedback from multiple regions. The application must...
  93. 193.You are designing a customer feedback analysis solution using Azure Cognitive Services. The feedback is...
  94. 194.You are developing a customer feedback analysis system using Azure Cognitive Services. The system must detect...
  95. 195.You are building a customer support chatbot that processes user input to identify sensitive information such...
  96. 196.You are designing an Azure AI solution for a customer service application that processes customer feedback....
  97. 197.You are developing a customer feedback analysis system using Microsoft Azure. The feedback data contains...
  98. 198.You are developing a customer service chatbot that processes user inquiries. The chatbot must identify and...
  99. 199.A company wants to detect and redact personally identifiable information (PII) such as phone numbers, credit...
  100. 200.You are designing a Microsoft Azure AI solution to process large batches of incoming image data and perform...