P.S. Free & New AI-901 dumps are available on Google Drive shared by Pass4Test: https://drive.google.com/open?id=1FjrtyQ7_fv2C5W_oZUhFbnqqI74MPp-k
We recommend you use Microsoft AI-901 practice material to prepare for your AI-901 certification exam. Pass4Test provides the most accurate and real Microsoft AI-901 Exam Questions. These Microsoft AI-901 practice test questions will assist you in better preparing for the final Microsoft AI-901 exam.
| Topic | Details |
|---|---|
| Topic 1 |
|
| Topic 2 |
|
You can try the Microsoft AI-901 exam dumps demo before purchasing. If you like our Microsoft Azure AI Fundamentals (AI-901) exam questions features, you can get the full version after payment. Pass4Test Microsoft Azure AI Fundamentals (AI-901) dumps give surety to confidently pass the Microsoft Azure AI Fundamentals (AI-901) exam on the first attempt.
NEW QUESTION # 45
You plan to create an AI application that will use Azure OpenAI in Foundry Models. The solution requires that a specific amount of throughput be allocated. Which type of deployment should you use?
Answer: C
Explanation:
When a specific amount of throughput is needed with Azure OpenAI Service, you should use Provisioned Throughput Units (PTUs) for your deployment. PTUs allow you to reserve a fixed amount of processing capacity for your models, ensuring consistent performance and avoiding potential throttling or rate limits.
In contrast, the "Standard" deployment option in Azure OpenAI Service uses a "pay-as-you-go" model, where you are billed for the amount of usage. While this can be suitable for applications with fluctuating usage patterns, it does not provide the same level of throughput control as PTUs In summary: When you need to allocate a specific amount of throughput with Azure OpenAI Service, choose the "Provisioned" deployment type, which allows you to use PTUs.
Reference:
https://github.com/MicrosoftDocs/azure-ai-docs/blob/main/articles/ai-services/openai/concepts/provisioned-throughput.md
NEW QUESTION # 46
You are developing an application that continuously transcribes speech from a default microphone by using Azure Speech in Microsoft Foundry Tools.
You need to perform speech-to-text transcription from the microphone.
Which Python class should you use?
Answer: C
Explanation:
speechsdk.SpeechRecognizer is the appropriate Python class to handle continuous real-time speech-to-text transcription from a default microphone.
How to Implement It
To achieve continuous transcription (rather than transcribing a single sentence and stopping), you instantiate this class and invoke its asynchronous long-running method.speechsdk.SpeechRecognizer: Acts as the core proxy client connecting your application to the Azure Speech service.
start_continuous_recognition(): The essential method on this class that instructs the SDK to stream microphone data indefinitely and process multi-sentence conversations.
Reference:
https://stackoverflow.com/questions/67691338/continuous-speech-recognition-from-microphone-on-ms-azure
NEW QUESTION # 47
Select the answer that correctly completes the sentence.
Answer:
Explanation:
Explanation:
The Microsoft responsible AI principle of transparency requires that AI systems be explainable to users
.
Transparency means users should understand when they are interacting with AI, what the system can and cannot do, and how outputs or predictions are generated at an appropriate level.
The other options map to different responsible AI principles:
protect sensitive user data = Privacy and security
reduce bias in decisions = Fairness
require human oversight = Accountability
NEW QUESTION # 48
Capturing text from images is an example of which type of Al capability?
Answer: D
Explanation:
Capturing or reading text from images is optical character recognition (OCR) . OCR is used to detect and extract printed or handwritten text from images, scanned documents, and other visual content.
NEW QUESTION # 49
You need to identify harmful content in a generative AI solution that uses Azure OpenAI Service.
What should you use?
Answer: C
Explanation:
Azure AI Content Safety is a new Azure AI Service that can detect harmful user-generated and AI-generated content. This service is being integrated across MS products, including Azure OpenAI Service and Machine Learning prompt flow.
Reference:
https://ivanatilca.medium.com/testing-azure-ai-content-safety-ccd512f9b350
NEW QUESTION # 50
......
To some extent, to pass the AI-901 exam means that you can get a good job. The AI-901 exam materials you master will be applied to your job. The possibility to enter in big and famous companies is also raised because they need outstanding talents to serve for them. Our AI-901 Test Prep is compiled elaborately and will help the client a lot. Our product is of high quality and the passing rate and the hit rate are both high.
Free AI-901 Vce Dumps: https://www.pass4test.com/AI-901.html
2026 Latest Pass4Test AI-901 PDF Dumps and AI-901 Exam Engine Free Share: https://drive.google.com/open?id=1FjrtyQ7_fv2C5W_oZUhFbnqqI74MPp-k