Azure DevOps & Cloud

Microsoft Cloud Platform & Pipeline Automation

Level ADVANCED
85%
CI/CD YAML Pipelines Cloud Automation

End-to-end DevOps solutions on Microsoft Azure platform using Azure DevOps services, YAML-based pipeline as code, and Azure Cloud infrastructure. Implementation of automated CI/CD workflows with integrated Azure Boards, Repos, and Pipelines for streamlined development lifecycle management.

Projects Showcase

Real-world implementations demonstrating production-ready Azure DevOps solutions

Azure CI/CD Pipeline Architecture Pipeline as Code

Azure CI/CD Pipeline as Code

Complete YAML-based pipeline implementation for static web applications with automated build and deployment workflows using Azure DevOps services.

Key Components
  • Pipeline as Code using .YAML files: Stages → Jobs → Steps → Tasks/Scripts
  • Azure Cloud: Subscriptions → Resource Groups → Resources (Static Web App)
  • Azure DevOps: Organizations → Projects → Pipelines (OS Images, VMs)
  • Azure Boards (Git task association), Azure Repos, Azure Pipelines (Git trigger automation)
  • Architectures: Simple (Build-Deploy), Simple-Stages (Build-ManualApproval-Deploy), Multi-Stage (Build-StageApproval-Staging-Testing-ProdApproval-Deploy)
Technologies Used
Azure Machine Learning Studio MLOps

Azure Machine Learning Studio

End-to-end machine learning workflows on Azure with automated model training, deployment, and monitoring using Azure ML Studio.

Key Components
  • Automated ML model training and hyperparameter tuning
  • Model registry and version management
  • Real-time and batch inference endpoints
  • Integrated monitoring and logging with Azure Monitor
  • Data versioning and pipeline automation
Technologies Used
Azure Kubernetes Service K8s

Azure Kubernetes Service (AKS)

Managed Kubernetes service deployment with Azure DevOps integration for automated container orchestration and scaling.

Key Components
  • Managed Kubernetes cluster provisioning and scaling
  • Azure DevOps integration for CI/CD pipelines
  • Azure Container Registry for Docker image management
  • Horizontal Pod Autoscaling and Cluster Autoscaler
  • Integrated monitoring with Azure Monitor for Containers
Technologies Used

Study Material

Azure DevOps Pipeline Architecture
Complete guide to YAML-based pipeline as code with Azure DevOps services
Download
Azure Boards & Repos Integration
Detailed guide to task management, source control, and automation triggers
Download
Azure Machine Learning Studio Guide
Comprehensive guide to automated ML workflows and model management
Download
MLOps on Azure
Premium materials for end-to-end MLOps implementation on Azure platform
Download
Azure Kubernetes Service Orchestration
Complete guide to managed Kubernetes on Azure with DevOps integration
Download
Azure Infrastructure as Code
Terraform and ARM templates for automated Azure infrastructure provisioning
Download