Exam AI-100 topic 5 question 42 discussion

Actual exam question from Microsoft's AI-100

Question #: 42
Topic #: 5

You are developing the workflow for an Azure Machine Learning solution. The solution must retrieve data from the following on-premises sources:
Windows Server 2016 File servers

Microsoft SQL Server databases -

Oracle databases -
Which of the following actions should you take?

A. Make use of Azure Data Factory to retrieve the data.
B. Make use of Azure Databricks to retrieve the data.
C. Make use of Azure Stream Analytics to retrieve the data.
D. Make use of Azure Synapse Analytics to retrieve the data.

Show Suggested Answer

Suggested Answer: A 🗳️
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/studio/use-data-from-an-on-premises-sql-server

by rveney at June 22, 2023, 10:06 p.m.

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rveney

2 years ago

To retrieve data from on-premises sources such as Windows Server 2016 File servers, Microsoft SQL Server databases, and Oracle databases in an Azure Machine Learning solution, you should: A. Make use of Azure Data Factory to retrieve the data. Azure Data Factory is a cloud-based data integration service that allows you to orchestrate and automate the movement and transformation of data from various sources, including on-premises sources, to your desired destinations. It provides connectivity options and data integration capabilities to pull data from on-premises sources and load it into Azure for further processing and analysis in your Azure Machine Learning workflow.

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