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| Section | Objectives |
|---|---|
| Topic 1: Implement Knowledge Mining and Document Intelligence | - Build Azure AI Search solutions - Implement document intelligence solutions - Enrich and index data for search scenarios |
| Topic 2: Implement Computer Vision Solutions | - Analyze images and videos using Azure AI Vision - Extract information using OCR and form recognition - Implement custom vision models |
| Topic 3: Implement Generative AI Solutions | - Implement Azure OpenAI Service solutions - Integrate prompt engineering techniques - Build retrieval-augmented generation (RAG) solutions |
| Topic 4: Implement Natural Language Processing Solutions | - Analyze text using Azure AI Language - Implement question answering and conversational AI - Translate and interpret language using Azure AI services |
| Topic 5: Plan and Manage an Azure AI Solution | - Select appropriate Azure AI services - Plan solution requirements and architecture - Manage security, compliance, and responsible AI |
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NEW QUESTION # 261
Match the types of 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 he used once, more than once, or not at all.
NOTE: Each correct match is worth one point.
Answer:
Explanation:
NEW QUESTION # 262
You are developing an application that will recognize faults in components produced on a factory production line. The components are specific to your business.
You need to use the Custom Vision API to help detect common faults.
Which three 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.
Answer:
Explanation:
Explanation
Graphical user interface, text, application, chat or text message Description automatically generated
Step 1: Create a project
Create a new project.
Step 2: Upload and tag the images
Choose training images. Then upload and tag the images.
Step 3: Train the classifier model.
Train the classifier
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/custom-vision-service/getting-started-build-a-classifie
NEW QUESTION # 263
You need to upload speech samples to a Speech Studio project. How should you upload the samples?
Answer: C
Explanation:
When working with Speech Studio in Azure AI Speech (for example, to build a custom speech model for recognition or training purposes), you must provide speech samples along with their transcripts.
* Audio File Format
* The supported format is .wav (PCM, 16-bit, 16 kHz or 8 kHz mono).
* Other formats like .wma, .flac, or .mp3 are not accepted for training custom models.
* Batch Upload via .zip
* Audio files must be placed in a .zip archive.
* The .zip file must also include a transcription file (usually a .txt or .json file) that maps the spoken audio in each .wav file to the correct text.
* Transcript Format
* Transcripts must be plain text, not Microsoft Word documents.
* The transcript must align correctly with each audio file to ensure the Speech service learns from accurate mappings.
* A. Combine into one .wma file
* Incorrect. .wma is not supported. Also, Speech Studio expects multiple .wav samples, not one big file.
* B. Upload a .zip file containing .wav files + transcript
* Correct. This is the officially supported method for uploading training data into a Speech Studio project.
* C. Upload .flac files with Word transcript
* Incorrect. .flac is not supported. Transcripts must be plain text, not Word files.
* D. Upload individual .wma files
* Incorrect. .wma is not supported.
The answer: B. Upload a .zip file that contains a collection of audio files in the .wav format and a corresponding text transcript file.
* Prepare training data for Custom Speech
* Speech Studio - Data Requirements
NEW QUESTION # 264
You are building an app that will scan confidential documents and use the Language service to analyze the contents.
You provision an Azure Cognitive Services resource.
You need to ensure that the app can make requests to the Language service endpoint. The solution must ensure that confidential documents remain on-premises.
Which three 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.
Answer:
Explanation:
Explanation:
NEW QUESTION # 265
Match the types of 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 he used once, more than once, or not at all.
NOTE: Each correct match is worth one point.
Answer:
Explanation:
NEW QUESTION # 266
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