Your company is using Azure AI services to process large volumes of data. You need to ensure that the data is processed efficiently and cost-effectively. What strategies can you employ to optimize the data processing workflow?

Simulated

Process all data in real-time without considering the volume or complexity of the data.

0.0%

Use Azure Data Factory to orchestrate and automate the data processing workflow, leveraging Azure Databricks or Azure HDInsight for processing large volumes of data.

94.1%

Manually process the data using a single virtual machine, without utilizing any Azure services or automation.

5.9%

Process the data in batches without considering the need for real-time processing or the volume of data.

0.0%

Microsoft Certified Azure AI Engineer Associate - AI-102

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Your company is using Azure AI services to process large volumes of data. You need to ensure that the data is processed efficiently and cost-effectively. What strategies can you employ to optimize the data processing workflow?