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Designing AI-Ready Infrastructure in Microsoft Azure: Build Scalable, Secure, and Future-Ready AI Systems with Azure
This book is tailored for IT professionals, cloud architects, and technical decision-makers who want to build AI solutions that are secure, scalable, and efficient. Whether you are experienced in designing cloud infrastructure or just beginning your journey into AI deployment, this book provides you with the insights and tools necessary to design AI-ready infrastructure in Microsoft Azure.
What You’ll LearnIn this book, you will learn how to design and manage AI-ready infrastructure in Microsoft Azure, with topics
AI-Specific Infrastructure: Understanding the specialized infrastructure needs for AI, including GPU selection, data storage, and networking.Azure Tools for AI Deployment: Learn to leverage Azure services like Azure Machine Learning, Azure OpenAI Service, and Azure Databricks to build powerful AI solutions.Security and Compliance Best Practices: Understand how to secure AI workloads in the cloud, with a focus on Azure Security Center, Zero Trust principles, and regulatory compliance.Cost Management and Scalability: Utilize Azure tools for cost optimization, scalability, and sustainable infrastructure to manage AI workloads effectively.Responsible AI Practices: Incorporate responsible AI principles such as fairness, transparency, and accountability into your infrastructure to build ethical AI solutions.Why Focus on AI-Ready Infrastructure?
Building an AI-ready infrastructure is a critical foundation for any organization that wants to unlock the full potential of artificial intelligence. By learning how to design and implement robust cloud infrastructure, you ensure that AI initiatives are scalable, secure, and capable of driving significant business value. This book provides practical guidance on how to set up and maintain AI infrastructure, helping you meet the needs of modern AI workloads and keep your projects future-proof.
What You’ll LearnIn this book, you will learn how to design and manage AI-ready infrastructure in Microsoft Azure, with topics
AI-Specific Infrastructure: Understanding the specialized infrastructure needs for AI, including GPU selection, data storage, and networking.Azure Tools for AI Deployment: Learn to leverage Azure services like Azure Machine Learning, Azure OpenAI Service, and Azure Databricks to build powerful AI solutions.Security and Compliance Best Practices: Understand how to secure AI workloads in the cloud, with a focus on Azure Security Center, Zero Trust principles, and regulatory compliance.Cost Management and Scalability: Utilize Azure tools for cost optimization, scalability, and sustainable infrastructure to manage AI workloads effectively.Responsible AI Practices: Incorporate responsible AI principles such as fairness, transparency, and accountability into your infrastructure to build ethical AI solutions.Why Focus on AI-Ready Infrastructure?
Building an AI-ready infrastructure is a critical foundation for any organization that wants to unlock the full potential of artificial intelligence. By learning how to design and implement robust cloud infrastructure, you ensure that AI initiatives are scalable, secure, and capable of driving significant business value. This book provides practical guidance on how to set up and maintain AI infrastructure, helping you meet the needs of modern AI workloads and keep your projects future-proof.
429 pages, Kindle Edition
Published April 30, 2025
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