Overview

Unlock the full potential of cloud-based intelligence and move from foundational concepts to enterprise-grade deployments with the most comprehensive guide to the Microsoft AI landscape. Practical Azure AI Services is the definitive all-in-one resource for architects, developers, and data professionals looking to build, scale, and govern next-generation AI solutions. Whether you are a cloud enthusiast just starting your journey or a seasoned engineer tasked with implementing production-ready systems, this book provides a structured, step-by-step path through the entire Azure AI ecosystem. Inside, you will discover how to: Master Azure AI Foundry: Navigate the unified platform to manage projects, models, and security from a single command center. Deploy Cutting-Edge Models: Gain hands-on experience with the latest foundational and reasoning models from OpenAI, Meta, and Mistral through the Azure Model Catalog. Build Robust RAG Systems: Architect sophisticated Retrieval-Augmented Generation (RAG) pipelines using Azure AI Search to ground your AI in private business data. Create Autonomous AI Agents: Leverage Semantic Kernel and the Microsoft Agent Framework to build proactive agents that can call APIs, use tools, and solve complex multi-step problems. Integrate Multimodal Senses: Implement advanced Vision and Speech services to allow your applications to see, hear, and speak with human-like precision. Operationalize with AIOps: Scale your solutions with confidence using automated evaluation frameworks, prompt flow, and continuous monitoring tools. Ensure Responsible AI: Deploy safe and compliant systems using Azure AI Content Safety filters and advanced governance guardrails. Unlike theoretical overviews or basic API documentation, this guide delivers a practical, engineering-focused journey. It blends architectural best practices with real-world implementation strategies used by Fortune 500 companies. By the end of this book, you won't just be ""experimenting"" with AI; you will be an Azure AI Architect capable of delivering strategic innovation, measurable efficiency, and scalable growth for any organization.

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