Deploy ML Application to Azure
Azure DevOps + Azure ML based ML application deployment tutorial : 🔷 Introduction: Context of Azure, Azure ML & Azure DevOps 1. Azure Overview Azure is Microsoft’s cloud computing platform offering a vast ecosystem of services for compute, storage, networking, databases, machine learning, DevOps, and more. It enables organizations to build, deploy, and manage applications and services through Microsoft-managed data centers. Key Benefits: Global scalability and reliability Pay-as-you-go pricing Integrated security and compliance Strong ecosystem for enterprise DevOps and AI/ML workflows 2. What is Azure Machine Learning (Azure ML)? Azure Machine Learning is a cloud-based platform for training, deploying, automating, and managing machine learning models. It supports both code-first (Python SDK, CLI) and no-code (Designer, Studio) approaches. Key Components: Workspaces : Central place to manage assets and operations Compute Targets : For training &...