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This exam was retired by the vendor on June 30, 2026.
AI-900 can no longer be scheduled. The practice material below remains available for reference and for learners studying the underlying skills. See Microsoft's current AI certifications
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Which Azure AI service can analyze an image and return a description of its contents in natural language?
Azure AI Vision (Computer Vision) includes an image analysis API that can generate a human-readable description of an image's contents. This feature uses deep learning models to identify objects, actions, and scenes, then produces a natural language caption describing the image. …Read full explanation
A bank deploys an AI system that uses a complex deep learning model to approve or reject loan applications. When a loan is rejected, customers demand to know the specific reasons. The bank wants to ensure the AI system operates in a way that allows them to explain its decisions. Which Microsoft responsible AI principle is most directly relevant to this requirement?
The bank's requirement to explain why a loan was rejected directly aligns with the transparency principle, which mandates that AI systems be understandable and that their decisions can be communicated to users. In this scenario, the complex deep learning model must be interpretab…Read full explanation
What is the 'accountability' principle in Microsoft's responsible AI framework?
The 'accountability' principle in Microsoft's responsible AI framework means that humans are ultimately responsible for the design, deployment, and outcomes of AI systems. This principle ensures that AI systems are not autonomous decision-makers without human oversight; instead, …Read full explanation
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