🚀 Azure DevOps + Azure ML 🔗 Create Service Connection & Fix Role Assignment Errors Like a Pro! 🧠

Описание: In this step-by-step beginner-to-pro tutorial, you'll learn how to create a secure Service Connection between Azure DevOps and Azure Machine Learning using App Registration (automatic) — and more importantly, how to solve real-world authorization issues like a pro! 💼💪


🔗 Resources:
👉 - GitHub Repository: [https://github.com/DeepKnowledge1/ind...]
👉 - Playlist: [   • Build Real Industrial MLOps with Azure ML ...  ]



👉 Whether you're a beginner exploring MLOps or a professional automating cloud workflows, this guide covers all the essentials with clear explanations and hands-on demos.

✨ What you'll learn:

🔐 How to create a secure Service Connection in Azure DevOps (Azure Resource Manager)

🧠 How to link it with Azure ML Workspaces

🚫 How to fix the dreaded AuthorizationFailed error step by step

🎯 The exact IAM role assignments needed (like Contributor)

🧪 A test pipeline that validates the connection successfully

✅ Bonus: How to confirm permissions using the Azure Portal

📢 Stop wasting time guessing — follow along and get your Azure DevOps → Azure ML pipeline working seamlessly in minutes!

🎯 Perfect for:
ML Engineers & Data Scientists 👩‍💻
DevOps Professionals 👨‍🔧
Cloud Architects ☁️
Anyone working with CI/CD + Machine Learning workflows

💬 Don’t forget to like 👍, comment 💬, and subscribe 🔔 for more tutorials on Azure, DevOps, and MLOps!


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