As an Azure AI Engineer, you are responsible for managing costs for Azure AI services. Your company has a budget constraint, and you need to optimize the usage of AI resources. What strategies can you employ to effectively manage costs while ensuring the performance of the AI service?

Simulated

Increase the number of AI resources to improve performance without considering the cost implications.

0.0%

Use auto-scaling to automatically adjust the number of AI resources based on demand, but ignore cost monitoring.

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Implement cost monitoring and alerts to track AI resource usage and identify areas for optimization. Utilize auto-scaling to adjust resources based on demand while keeping an eye on cost.

100.0%

Disable auto-scaling and manually manage the number of AI resources to reduce costs, regardless of performance impact.

0.0%

Microsoft Certified Azure AI Engineer Associate - AI-102

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As an Azure AI Engineer, you are responsible for managing costs for Azure AI services. Your company has a budget constraint, and you need to optimize the usage of AI resources. What strategies can you employ to effectively manage costs while ensuring the performance of the AI service?