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Microsoft AI-102 exam is designed to test the candidate's ability to design and implement AI solutions using Azure technologies. AI-102 exam covers a range of concepts, such as data pre-processing, model training and evaluation, deployment, and monitoring. Additionally, the exam assesses the candidate's ability to work with different Azure services and tools, including Azure Machine Learning, Cognitive Services, and Bot Services. Furthermore, the exam evaluates the candidate's ability to design and implement secure and scalable AI solutions that meet business requirements.
The AI-102 Certification Exam is an advanced-level certification that requires a deep understanding of Microsoft Azure and AI technologies. Candidates who pass AI-102 exam will be able to demonstrate their expertise in designing and implementing AI solutions using Microsoft Azure. They will also be able to use their knowledge to help organizations leverage AI technologies to improve their business processes and gain a competitive edge in the market.
NEW QUESTION # 331
You have a monitoring solution that uses the Azure Al Anomaly Detector service.
You provision a server named Server! that has intermittent internet access.
You need to deploy the Azure Al Anomaly Detector to Server 1.
Which four 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:
The requirement:
You are using Azure AI Anomaly Detector.
You need to deploy it on Server1, which has intermittent internet access.
This means you need to run the service locally using containers (Docker).
Step 1 - Install Docker Engine
Before pulling or running any containers, Docker must be installed on Server1.
Without Docker Engine, no container can be deployed.
Step 2 - Pull the container image
Use docker pull to download the Anomaly Detector container image from Microsoft Container Registry.
This requires internet access, so it should be done when connectivity is available.
Step 3 - Run the container
After pulling the image, use docker run to start the Anomaly Detector container.
This exposes a local REST API endpoint on Server1.
Step 4 - Query the local endpoint
Once the container is running, you can query the prediction endpoint on Server1.
This allows local inference without requiring continuous internet access.
Correct Sequence:
Install the Docker Engine on Server1.
From Server1, run the docker pull command.
From Server1, run the docker run command.
Query the prediction endpoint on Server1.
Microsoft References
Use Azure AI Anomaly Detector on containers
Deploy Azure AI services in Docker containers
Anomaly Detector container setup
NEW QUESTION # 332
You are building a bot and that will use Language Understanding.
You have a LUDown file that contains the following content.
Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://github.com/solliancenet/tech-immersion-data-ai/blob/master/ai-exp1/README.md
NEW QUESTION # 333
You have a collection of press releases stored as PDF files.
You need to extract text from the files and perform sentiment analysis.
Which service should you use for each task? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
You have press releases stored as PDF files. The task involves two parts:
* Extract text
* The correct service for OCR and text extraction from images and PDFs is Azure Computer Vision (specifically, the OCR and Read API).
* While Form Recognizer can also extract text, it is primarily used for structured documents like invoices, receipts, or forms. Since the documents here are press releases (unstructured text), the best service is Computer Vision.
* Perform sentiment analysis
* Sentiment analysis falls under natural language processing (NLP).
* The correct service is Azure AI Language (Text Analytics API).
* It provides sentiment analysis, opinion mining, key phrase extraction, entity recognition, and more.
Why not other options?
* Azure Cognitive Search is used for search indexing, not OCR or sentiment.
* Form Recognizer specializes in structured document extraction, not sentiment analysis.
* Computer Vision cannot perform sentiment analysis (only visual/text extraction).
The answer:
* Extract text # Computer Vision
* Perform sentiment analysis # Language
* Computer Vision Read OCR
* Language service - Sentiment Analysis
NEW QUESTION # 334
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You create a web app named app1 that runs on an Azure virtual machine named vm1. Vm1 is on an Azure virtual network named vnet1.
You plan to create a new Azure Cognitive Search service named service1.
You need to ensure that app1 can connect directly to service1 without routing traffic over the public internet.
Solution: You deploy service1 and a public endpoint to a new virtual network, and you configure Azure Private Link.
Does this meet the goal?
Answer: A
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/cognitive-services-virtual-networks?tabs=portal#use-private-endpoints
NEW QUESTION # 335
You have an Azure subscription that contains an Azure OpenA1 resource named All.
You plan to develop a console app that will answer user questions.
You need to call All and output the results to the console.
How should you complete the code? To answer, select the appropriate options in the answer area NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
NEW QUESTION # 336
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