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Microsoft AZ-305 Exam - Topic 1 Question 91 Discussion

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

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

Where should you persist the ingested data?

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

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26 comments · newest first
AD
Adelina 2 months ago
Azure Files seems too basic for this use case. Data Lake is definitely better.
JU
Julianna 2 months ago
Azure SQL Database could work, but it's not ideal for large datasets.
DE
Dewitt 2 months ago
I agree, Azure Data Lake is scalable and cost-effective.
CA
Carin 2 months ago
I think Azure Data Lake is the best choice. It's designed for big data.
TH
Thaddeus 2 months ago
Azure Files seems too basic for this use case. Data Lake is more efficient.
DI
Dino 3 months ago
Azure SQL Database could work, but it’s not ideal for large datasets.
NI
Nickole 3 months ago
I agree, Azure Data Lake offers scalability. Perfect for analytics.
BO
Boris 3 months ago
I think Azure Data Lake is the best choice. It’s designed for big data.
SU
Susy 3 months ago
Azure Files seems too basic for this use case. Data Lake is more efficient.
SE
Serina 3 months ago
Azure SQL Database could work too, but it's more structured.
VA
Vanna 3 months ago
I agree, Azure Data Lake offers scalability. Perfect for analytics.
QU
Queen 4 months ago
I think Azure Data Lake is the best choice. It's designed for big data.
TO
Tomoko 4 months ago
Agreed, Data Lake is the way to go for scalability!
DA
Daren 4 months ago
Wait, why not Azure Files? Seems like a simple option!
TH
Therese 5 months ago
Azure Cosmos DB is great for real-time data, but not the best choice here.
AR
Arlen 6 months ago
I think Azure SQL Database could work too.
RE
Reiko 6 months ago
Definitely Azure Data Lake for big data!
ST
Stephen 6 months ago
Surprised Azure Files is even an option here!
CA
Carylon 6 months ago
Azure Cosmos DB could work, but it's not the best fit.
JE
Jesus 6 months ago
Wait, why would anyone use Azure Files for this?
LA
Layla 6 months ago
I think Azure SQL Database is a solid choice too.
TR
Tresa 7 months ago
Definitely Azure Data Lake for big data!
MY
Myra 7 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.
GE
Genevive 7 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?
RE
Rex 7 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.
CH
Chau 7 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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