Exam AI-100 topic 1 question 24 discussion

Actual exam question from Microsoft's AI-100

Question #: 24
Topic #: 1

HOTSPOT -
You need to build a sentiment analysis solution that will use input data from JSON documents and PDF documents. The JSON documents must be processed in batches and aggregated.
Which storage type should you use for each file type? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

Show Suggested Answer

Suggested Answer:

Box 1: Azure Blob Storage -
The following technologies are recommended choices for batch processing solutions in Azure.

Data storage -
✑ Azure Storage Blob Containers. Many existing Azure business processes already use Azure blob storage, making this a good choice for a big data store.
✑ Azure Data Lake Store. Azure Data Lake Store offers virtually unlimited storage for any size of file, and extensive security options, making it a good choice for extremely large-scale big data solutions that require a centralized store for data in heterogeneous formats.

Box 2: Azure Blob Storage -
References:
https://docs.microsoft.com/en-us/azure/architecture/data-guide/big-data/batch-processing https://docs.microsoft.com/bs-latn-ba/azure/storage/blobs/storage-blobs-introduction

by hachascloud at April 1, 2021, 6:31 p.m.

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hachascloud

Highly Voted 4 years, 2 months ago

Why not CosmosDB for JSON?

upvoted 7 times

AbhinavChellamuthu

4 years, 2 months ago

Agreed... CosmosDB is the right one

upvoted 4 times

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rveney

Most Recent 1 year, 12 months ago

By utilizing Azure Blob Storage for both JSON and PDF documents, you can have a unified storage solution that enables easy management, processing, and retrieval of your input data. Additionally, Azure Blob Storage offers various features such as access controls, durability, and high availability, which are essential for storing and processing data in a reliable and secure manner.

upvoted 1 times

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yrrrrrrrrrr

4 years, 1 month ago

CosmosDB for JSON

upvoted 2 times

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AAwaad

4 years, 1 month ago

Answer is correct Blob. The link https://docs.microsoft.com/en-us/azure/architecture/data-guide/big-data/batch-processing provide the answer: "Technology choices The following technologies are recommended choices for batch processing solutions in Azure. Data storage Azure Storage Blob Containers. Many existing Azure business processes already use Azure blob storage, making this a good choice for a big data store. Azure Data Lake Store. Azure Data Lake Store offers virtually unlimited storage for any size of file, and extensive security options, making it a good choice for extremely large-scale big data solutions that require a centralized store for data in heterogeneous formats."

upvoted 2 times

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