Designing and Implementing an Azure AI Solution

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Question 1 of 218

HOTSPOT -

You are designing an application to parse images of business forms and upload the data to a database. The upload process will occur once a week.

You need to recommend which services to use for the application. The solution must minimize infrastructure costs.

Which services should you recommend? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Hot Area:

Exam AI-100: Question 1 - Image 1
Answer

Suggested Answer

Box 1: Azure Cognitive Services -
Azure Cognitive Services include image-processing algorithms to smartly identify, caption, index, and moderate your pictures and videos.
Not: Azure Linguistic Analytics API, which provides advanced natural language processing over raw text.

Box 2: Azure Data Factory -
The Azure Data Factory (ADF) is a service designed to allow developers to integrate disparate data sources. It is a platform somewhat like SSIS in the cloud to manage the data you have both on-prem and in the cloud.
It provides access to on-premises data in SQL Server and cloud data in Azure Storage (Blob and Tables) and Azure SQL Database.
Reference:
https://azure.microsoft.com/en-us/services/cognitive-services/ https://www.jamesserra.com/archive/2014/11/what-is-azure-data-factory/ Exam AI-100: Question 1 - Image 2
Question 2 of 218

HOTSPOT -

You plan to deploy an Azure Data Factory pipeline that will perform the following:

  • Move data from on-premises to the cloud.
  • Consume Azure Cognitive Services APIs.

You need to recommend which technologies the pipeline should use. The solution must minimize custom code.

What should you include in the recommendation? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Hot Area:

Exam AI-100: Question 2 - Image 1
Answer

Suggested Answer

Box 1: Self-hosted Integration Runtime
A self-hosted IR is capable of running copy activity between a cloud data stores and a data store in private network.
Not Azure-SSIS Integration Runtime, as you would need to write custom code.

Box 2: Azure Logic Apps -
Azure Logic Apps helps you orchestrate and integrate different services by providing 100+ ready-to-use connectors, ranging from on-premises SQL Server or SAP to Microsoft Cognitive Services.
Incorrect:
Not Azure API Management: Use Azure API Management as a turnkey solution for publishing APIs to external and internal customers.
References:
https://docs.microsoft.com/en-us/azure/data-factory/concepts-integration-runtime https://docs.microsoft.com/en-us/azure/logic-apps/logic-apps-examples-and-scenarios Exam AI-100: Question 2 - Image 2
Question 3 of 218

HOTSPOT -

You need to build an interactive website that will accept uploaded images, and then ask a series of predefined questions based on each image.

Which services should you use? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Hot Area:

Exam AI-100: Question 3 - Image 1
Answer

Suggested Answer

Box 1: Azure Bot Service -

Box 2: Computer Vision -
The Computer Vision Analyze an image feature, returns information about visual content found in an image. Use tagging, domain-specific models, and descriptions in four languages to identify content and label it with confidence. Use Object Detection to get location of thousands of objects within an image. Apply the adult/racy settings to help you detect potential adult content. Identify image types and color schemes in pictures.
References:
https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/ Exam AI-100: Question 3 - Image 2
Question 4 of 218

You are designing an AI solution that will analyze millions of pictures.

You need to recommend a solution for storing the pictures. The solution must minimize costs.

Which storage solution should you recommend?

Answer

Suggested Answer

The suggested answer is C.

Azure Blob storage is the best choice for storing millions of pictures while minimizing costs. Blob storage is designed for storing large amounts of unstructured data like images and offers various pricing tiers depending on access patterns (hot, cool, or archive). This allows for cost optimization based on how frequently the data needs to be accessed. It is generally more cost-effective compared to Azure Data Lake, which includes additional features not necessary for simple storage purposes. Azure File Storage and Table storage are not optimized for storing large volumes of unstructured data like images.

Question 5 of 218

You are configuring data persistence for a Microsoft Bot Framework application. The application requires a structured NoSQL cloud data store.

You need to identify a storage solution for the application. The solution must minimize costs.

What should you identify?

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