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Conceptual The Azure Ascent: A Backend Engineer's Journey to Cloud Mastery

Part 5: Part 5: The Intelligent Layer — Azure AI & Machine Learning

CloudVault wants to add intelligent features to their platform. Marcus explores Azure AI Services (Vision, Language, Speech), Azure OpenAI for LLMs, and Azure Machine Learning. We integrate AI capabilities into a Java backend application and understand when to use pre-built APIs vs. custom models.

© 2026 Titas Biswas

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