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Are you ready to take the Operationalizing Machine Learning and Generative AI Solutions? To learn AI-300 exam questions, smart security solutions, and move IT forward, you need the Microsoft AI-300 Certification. Whether you're making security rules for the whole company or working on hard problems, Microsoft makes sure you're ready for anything. Crack4sure offers study materials and practice problems covering the exam syllabus for Microsoft Courses, including Operationalizing Machine Learning and Generative AI Solutions. Check for daily deals to get products that can help you pass.

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  • Exam Name: Operationalizing Machine Learning and Generative AI Solutions
  • Last Update: 18-Sep-2026
  • Questions and Answers: 187
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AI-300 Questions and Answers

Question # 1

A team runs training jobs by using multiple Azure Machine Learning pipelines.

The team must ensure that all runs use the same Python packages and system libraries. The solution must allow dependency updates to be versioned without modifying training code.

You need to configure the workspace so that runtime dependencies are consistent and reusable.

Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

AI-300 question answer

Question # 2

You manage an Azure Machine Learning workspace. You use Azure Machine Learning Python SDK v2 to configure a trigger to schedule a pipeline job. You need to create a time-based schedule with recurrence pattern.

Which two properties must you use to successfully configure the trigger? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

A.

interval

B.

start.time

C.

schedule

D.

time_zone

E.

frequency

Question # 3

A financial services company is deploying Microsoft Foundry to host generative AI workloads that process regulated customer data. The Microsoft Foundry environment must prevent any public network exposure while still allowing services managed by Microsoft Foundry to communicate with dependent Azure resources.

Security auditors require that all traffic to and from the Microsoft Foundry resource remain on private networks, with no public endpoints available.

You need to configure the Microsoft Foundry environment so that network access is restricted while maintaining full platform functionality.

Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point. Choose two.

A.

Configure a managed virtual network for the Microsoft Foundry resource.

B.

Use API key authentication for all model endpoints.

C.

Deploy the Microsoft Foundry resource in a separate Azure subscription.

D.

Disable public network access to the Microsoft Foundry resource.

E.

Disable all inbound network access.

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