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Exam AI-100 topic 2 question 25 discussion

Actual exam question from Microsoft's AI-100
Question #: 25
Topic #: 2
[All AI-100 Questions]

You are developing a Computer Vision application.
You plan to use a workflow that will load data from an on-premises database to Azure Blob storage, and then connect to an Azure Machine Learning service.
What should you use to orchestrate the workflow?

  • A. Azure Kubernetes Service (AKS)
  • B. Azure Pipelines
  • C. Azure Data Factory
  • D. Azure Container Instances
Show Suggested Answer Hide Answer
Suggested Answer: C 🗳️
With Azure Data Factory you can use workflows to orchestrate data integration and data transformation processes at scale.
Build data integration, and easily transform and integrate big data processing and machine learning with the visual interface.
References:
https://azure.microsoft.com/en-us/services/data-factory/
by Nova077 at Sept. 12, 2020, 8:57 p.m.

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UpsetUser
Highly Voted 4 years, 4 months ago
The comment by Nova077 must not be approved untill it has some source or reference . Such comments creates confusions,,,,
upvoted 10 times
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rveney
Most Recent 1 year, 11 months ago
To orchestrate the workflow, you should use Azure Data Factory
upvoted 1 times
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YipingRuan
3 years, 9 months ago
Seems "orchestrate' always end up with Azure Data Factory...
upvoted 1 times
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PinkUnicorns
3 years, 11 months ago
you can do copy activity but read through the docs https://docs.microsoft.com/en-us/azure/data-factory/copy-activity-overview
upvoted 1 times
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erosazi_5705
4 years, 1 month ago
Why not azure pipeline?
upvoted 1 times
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Nova077
4 years, 8 months ago
You can't use ADF to transfer on premise data though!
upvoted 1 times
fahimRPA
4 years, 8 months ago
You can. https://marlonribunal.com/copy-data-from-on-premise-sql-server-to-azure-database-using-azure-data-factory/
upvoted 4 times
sayak17
4 years, 7 months ago
Yes. answer is correct. This link shows how it can be done https://docs.microsoft.com/en-us/azure/data-factory/tutorial-hybrid-copy-portal
upvoted 2 times
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meswapnilspal
4 years, 2 months ago
Yes it can be done, i use ADF on day-to-day basis. Please be careful with your comments. Community is dependent upon discussions, as they clarify lot of confusions.
upvoted 8 times
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