15 Run Azure Databricks Notebooks from Azure DevOps: Step-by-Step Job Automation Tutorial

00:00 – Overview: Merge Branches and Run Azure Databricks Notebook from Azure DevOps 00:51 – Access Repository and Identify Notebooks to Run 01:26 – Creating a Job in Databricks for Notebook Execution 01:56 – Configuring Git Integration for Notebook Source 02:49 – Setting Notebook Path and Cluster for Job Execution 03:42 – Triggering and Monitoring Job Run in Databricks 04:04 – Resolving Cluster Errors and Configuring Compute Settings 04:53 – Re-running Notebook on Updated Cluster 05:09 – Viewing Output, Logs, and Spark UI Metrics 06:06 – Optimizing Job Runs and Viewing Detailed Cluster Insights 💡 Complete Guide to Automating Machine Learning Workflows in Azure 💡 Complete CI CD MLOps Pipeline Using Azure DevOps and Azure ML ➡️ GitHub Code Link: https://github.com/sachin365123/MLOps ➡️ Basic Databricks - Master Azure Databricks for Data Engineers: https://youtube.com/playlist?list=PLmhdUvQQZFDnvKnPr2duoGyL21PjaQLW9&si=u0XI5d9vhqi4XcxL ➡️ Generative AI Basics to Advance: Install Anaconda 2025 for GenAI Hands-on : https://youtu.be/zt1nGGYXeEk?si=8yhDBUg5Twg3hcYU Azure Databricks, Azure DevOps, Databricks Job Automation, Run Notebook from DevOps, Python Notebook Automation, Git Integration Databricks, ETL Pipeline Databricks, Databricks Cluster Setup, Spark UI Logs, Automate Databricks Jobs 🎯 Azure Data Factory 🎯 Azure Databricks with PySpark 🎯 Azure SQL Server 🎯 Azure Data Lake 🎯 Azure Cloud 🎯 GenAI 🎯 Azure AI Foundary 🎯 Azure OpenAI 🎯 Azure DevOps ➡️ Daywise Syllabus: https://docs.google.com/document/d/1N0p0AFR0zH4lg2VZTgp73LmlKZ2MAV45SYI4KzLcwLY/edit?usp=sharing ➡️ Instructor Profile: https://www.linkedin.com/in/sachin-saxena-graphic-designer/ ➡️ Registration Link: https://forms.gle/5VxqwnMLuqdoJwKb9 ➡️ GitHub Link: https://github.com/sachin365123 ➡️ Demo Link: https://sachinsaxena.graphy.com/courses/Data-Engineering--676d508b2eee327ebbe53b2b ➡️ Job Assistance WhatsApp Group link: https://chat.whatsapp.com/CrFEmndkTJ2LLzuhxDu054 💎 Azure Data Engineering: Hands-on project with Unity Catalog, Delta Lake, Medallion Architecture: https://sachinsaxena.graphy.com/courses/Data-Engineering--676d508b2eee327ebbe53b2b 💎 : Master Data Science with Generative AI: https://sachinsaxena.graphy.com/courses/DeepSeek%20Basics%20to%20Advance-67a0386a71f5fc014faec684 💡 YouTube Playlists: 🌟 Azure Data Factory: https://www.youtube.com/playlist?list=PLmhdUvQQZFDl2zB104P46OJRfH3zBlhYr 🌟 Azure Databricks: https://www.youtube.com/playlist?list=PLmhdUvQQZFDnvKnPr2duoGyL21PjaQLW9 💡 🔵 1. How to Use Azure Machine Learning from Development to Production Azure ML Masterclass From Dev to Production Step by Step How to Build and Deploy ML Solutions on Azure Like a Pro End to End ML Lifecycle on Azure Explained Dev to Prod 🔵 2. How to Automate End to End Machine Learning Solution on Azure Automating ML Pipelines on Azure Complete E2E Guide Zero Touch Machine Learning on Azure Build Once Automate Forever End to End ML Automation on Azure for Real World Projects 🔵 3. Run an End to End CI CD MLOps Pipeline using Azure DevOps and Azure Machine Learning Build CI CD MLOps Pipelines with Azure DevOps and Azure ML MLOps on Azure Full CI CD Implementation Tutorial Deploy ML Models Automatically with Azure DevOps and Azure ML 🔵 4. How to Use Azure DevOps for CI CD in Machine Learning Azure DevOps for ML Engineers CI CD Pipelines Made Easy How to Automate ML Deployments Using Azure DevOps Beginner to Pro CI CD for ML Models Using Azure DevOps Complete Tutorial 🔵 5. Best Practices and Highly Demanded ML Capabilities on Azure Cloud Top Azure ML Best Practices You Must Know in 2025 Most In Demand Azure Machine Learning Capabilities Ultimate Guide Azure ML Best Practices for Scalable Production Ready Models Complete CI CD MLOps Pipeline Using Azure DevOps and Azure ML How to Build an MLOps Pipeline with Azure DevOps and Azure ML CI CD for Machine Learning Models Using Azure DevOps Deploying ML Models Automatically Using Azure DevOps and Azure ML Enterprise MLOps with Azure DevOps and Azure Machine Learning CI CD for ML Using Azure DevOps End to End Guide How to Manage Machine Learning Deployments Using Azure DevOps Practical Guide to Setting Up CI CD for ML Projects in Azure DevOps Azure DevOps for Machine Learning Pipelines Explained Building Automated ML Deployment Workflows in Azure DevOps Azure Machine Learning Best Practices for Production Systems Most Important Azure ML Capabilities for Data Scientists Azure ML Features and Best Practices Every Engineer Should Know Scaling Machine Learning with Azure ML Best Practices Key Azure ML Features Used in Enterprise ML Projects