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Microsoft AZ-305 Exam - Topic 1 Question 91 Discussion

You plan to deploy an Azure Databricks Data Science & Engineering workspace and ingest data into the workspace.Where should you persist the ingested data?
B) Azure Data Lake
A) Azure Files
C) Azure SQL Database
D) Azure Cosmos DB

Microsoft AZ-305 Exam - Topic 1 Question 91 Discussion

Actual exam question for Microsoft's AZ-305 exam
Question #: 91
Topic #: 1
[All AZ-305 Questions]

You plan to deploy an Azure Databricks Data Science & Engineering workspace and ingest data into the workspace.

Where should you persist the ingested data?

Show Suggested Answer Hide Answer
Suggested Answer: B

The Azure Databricks Data Science & Engineering data lands in a data lake for long term persisted storage, in Azure Blob Storage or Azure Data Lake Storage.


https://docs.microsoft.com/en-us/azure/databricks/scenarios/what-is-azure-databricks-ws

by Paola at Mar 04, 2026, 07:51 AM

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Dino
2 days ago
Azure SQL Database could work, but it’s not ideal for large datasets.
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Nickole
8 days ago
I agree, Azure Data Lake offers scalability. Perfect for analytics.
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Boris
13 days ago
I think Azure Data Lake is the best choice. It’s designed for big data.
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Susy
18 days ago
Azure Files seems too basic for this use case. Data Lake is more efficient.
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Serina
23 days ago
Azure SQL Database could work too, but it's more structured.
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Vanna
28 days ago
I agree, Azure Data Lake offers scalability. Perfect for analytics.
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Queen
1 month ago
I think Azure Data Lake is the best choice. It's designed for big data.
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Tomoko
1 month ago
Agreed, Data Lake is the way to go for scalability!
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Daren
1 month ago
Wait, why not Azure Files? Seems like a simple option!
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Therese
3 months ago
Azure Cosmos DB is great for real-time data, but not the best choice here.
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Arlen
3 months ago
I think Azure SQL Database could work too.
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Reiko
3 months ago
Definitely Azure Data Lake for big data!
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Stephen
3 months ago
Surprised Azure Files is even an option here!
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Carylon
4 months ago
Azure Cosmos DB could work, but it's not the best fit.
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Jesus
4 months ago
Wait, why would anyone use Azure Files for this?
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Layla
4 months ago
I think Azure SQL Database is a solid choice too.
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Tresa
4 months ago
Definitely Azure Data Lake for big data!
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Myra
4 months ago
I feel like Azure Files could work, but it seems more suited for file storage rather than big data analytics. Azure Data Lake feels like the right answer.
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Genevive
5 months ago
I’m a bit confused about Azure Cosmos DB; I know it’s great for NoSQL, but does it fit well with Databricks?
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Rex
5 months ago
I remember practicing a similar question, and I think Azure SQL Database is more for structured data, so it might not be ideal here.
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Chau
5 months ago
I think Azure Data Lake is the best option for persisting large datasets, but I'm not entirely sure if it’s the only choice.
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