Machine Learning Operations (MLOps) Engineer Associate Certification (AI-300) - Microsoft

You need to standardize how Fabrikam Inc. manages machine learning assets.<br />
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Which action should you perform first?

You need to isolate training workloads while remaining cost-aware to address Fabrikam Inc.’s issues, constraints, and technical requirements.<br />
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What should you implement?

You need to recommend an experiment-tracking strategy that ensures consistent experiment results.<br />
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What should you recommend?

HOTSPOT A team trains an MLflow model that scores customer churn risk. The model will be consumed by different downstream systems. One system requests predictions synchronously during customer interactions. Another system submits files containing millions of records for scheduled scoring. You need to deploy the model by using managed inference options that match each usage pattern. Which option should you use for each usage pattern? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.<br />
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<img src="https://examsqa.com/storage/question-images/machine-learning-operations-mlops-engineer-associate-certification-ai-300_page_5_Im2.jpg" alt="Exhibit" style="max-width: 100%; height: auto;" />

You manage an Azure Machine learning workspace. You develop a machine learning model. You must deploy the model to use a low-priority VM with a pricing discount. You need to deploy the model.<br />
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Which compute target should you use?