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Azure AI Services vs Azure AI Studio vs Azure Machine Learning vs Azure AI Foundry – What’s the difference in 2025?

If you’ve been working with Microsoft’s AI tools for a while, you probably remember Cognitive Services and the Bot Framework—handy APIs for adding speech recognition, computer vision, or chatbots without diving deep into machine learning.
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