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| Section | Weight | Objectives |
|---|---|---|
| Describe features of computer vision workloads on Azure | 15-20% | - Identify common computer vision tasks - Describe Azure capabilities for computer vision - Identify Azure AI services for computer vision |
| Describe features of Natural Language Processing (NLP) workloads on Azure | 15-20% | - Identify Azure AI services for NLP - Describe Azure capabilities for NLP - Identify common NLP tasks |
| Describe AI workloads and considerations | 15-20% | - Identify features of common AI workloads - Identify guiding principles for responsible AI |
| Describe fundamental principles of machine learning on Azure | 30-35% | - Describe features of no-code automated ML - Describe core machine learning concepts - Identify common machine learning tasks - Describe Azure Machine Learning capabilities |
| Describe features of Generative AI workloads on Azure | 15-20% | - Describe Azure OpenAI Service capabilities - Identify responsible AI considerations for generative AI - Describe generative AI concepts |
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NEW QUESTION # 230
You are building a tool that will process images from retail stores and identity the products of competitors.
The solution must be trained on images provided by your company.
Which Azure Al service should you use?
Answer: C
Explanation:
According to the Microsoft Azure AI Fundamentals (AI-900) official study materials and Microsoft Learn documentation, Azure AI Custom Vision is specifically designed for training custom image classification and object detection models using images that a company provides. In this scenario, the company wants to identify competitor products from images captured in retail stores - a classic use case for custom image classification or object detection, depending on whether you are labeling entire images or identifying multiple items within an image.
Azure AI Custom Vision allows users to:
* Upload their own labeled training images.
* Train a model that learns to recognize specific objects (in this case, competitor products).
* Evaluate, iterate, and deploy the model as an API endpoint for real-time inference.
This fits perfectly with the requirement that the solution "must be trained on images provided by your company." The key phrase here indicates the need for a custom-trained model rather than a prebuilt one.
The other options are not suitable for this scenario:
* B. Azure AI Computer Vision provides prebuilt models for general-purpose image understanding (e.g., detecting common objects, reading text, describing scenes). It is not intended for training on custom datasets.
* C. Face service is limited to detecting and recognizing human faces; it cannot be trained to identify products.
* D. Azure AI Document Intelligence (formerly Form Recognizer) is focused on extracting structured data from documents and forms, not analyzing retail images.
Therefore, per Microsoft's official AI-900 training content, when a solution must be trained on custom company images to recognize specific products, the appropriate service is Azure AI Custom Vision.
NEW QUESTION # 231
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?
Answer: A
Explanation:
In this scenario, analyzing vehicle images and measuring the distance between them requires first detecting each vehicle's position in the image. Object detection models can locate and identify multiple objects (such as cars, trucks, or motorcycles) by assigning bounding boxes. Once detected, their coordinates can be used to calculate distances or spacing.
Image classification only assigns a single label per image, not per object. Facial recognition is human- focused, and OCR deals with text extraction. Thus, object detection is the correct model type for this task.
NEW QUESTION # 232
For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
NEW QUESTION # 233
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.
Answer:
Explanation:
Reference:
https://azure.microsoft.com/en-us/services/cognitive-services/face/#features
NEW QUESTION # 234
You need to make the press releases of your company available in a range of languages.
Which service should you use?
Answer: C
Explanation:
Explanation
Press release is a written communication. Speech wouldn't make sense. Plus, the Speech service doesn't translate languages, it "translates" audio into text, and vice versa.
https://docs.microsoft.com/en-us/learn/modules/translate-text-with-translation-service/2-get-started-azure
NEW QUESTION # 235
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