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Answer: A. Face
The appropriate Azure Cognitive Service for building an image tagging solution that can automatically identify and tag friends' images in social media is the 'Face' service. The 'Face' service provides facial recognition capabilities which are essential for identifying and tagging individuals in photographs. Options B, C, and D do not offer the specific functionality required for this use case.
Author: LeetQuiz Editorial Team
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