Azure DevOps +AI

30,000.00

Category:
Module 1: DevOps Fundamentals
Introduction to DevOps
DevOps culture, principles and practices
Agile, Scrum and Kanban
CI, CD and Continuous Deployment
DevSecOps
DevOps lifecycle
Azure DevOps overview
Module 2: Azure DevOps Administration
Azure DevOps Organization & Projects
Users, Teams and Permissions
Security Groups
Project configuration
Dashboards
Service connections
Agents and Agent Pools
Module 3: Azure Boards
Work Items
Epics, Features, User Stories & Tasks
Bugs and Issues
Backlogs
Sprint planning
Kanban Boards
Queries
Dashboards
Delivery Plans
Module 4: Git & Azure Repos
Git fundamentals
Repository creation
Clone, Commit, Push & Pull
Branching strategies
Merge & Rebase
Pull Requests
Code Reviews
Branch Policies
Git tags
Git hooks
GitHub integration
Module 5: Azure Pipelines — CI/CD
Azure Pipelines fundamentals
Build pipelines
YAML pipelines
Pipeline triggers
Variables and Variable Groups
Templates
Stages, Jobs & Tasks
Artifacts
Environments
Approvals and Checks
Multi-stage pipelines
Deployment strategies
Blue-Green deployment
Canary deployment
Module 6: Infrastructure as Code
Infrastructure as Code concepts
ARM Templates
Bicep
Terraform fundamentals
Azure CLI
PowerShell
Infrastructure deployment through pipelines
GitOps concepts
Module 7: Containers & Kubernetes
Docker fundamentals
Dockerfile
Container Registry
Azure Container Registry
Kubernetes fundamentals
Azure Kubernetes Service (AKS)
CI/CD for containers
Deploying applications to AKS
Module 8: DevSecOps
Security in CI/CD
Secret management
Azure Key Vault
Secure service connections
Dependency scanning
Code scanning
Container security
Security gates
Compliance and governance
Module 9: Monitoring & SRE
Azure Monitor
Application Insights
Log Analytics
Alerts
Application performance monitoring
Release monitoring
SRE concepts
Reliability and incident management
Module 10: AI for DevOps
Generative AI Fundamentals
Generative AI basics
LLM concepts
Prompt engineering
AI-assisted software development
AI governance and responsible AI
GitHub Copilot
GitHub Copilot fundamentals
Copilot Chat
Code generation
Code explanation
Code refactoring
Unit-test generation
Documentation generation
Debugging with AI
AI-assisted YAML pipeline creation
AI-assisted Azure CLI & PowerShell
AI-assisted Bicep/IaC development
Module 11: Azure DevOps + AI Agents
Agentic AI concepts
AI agents in DevOps
AI-assisted backlog management
AI-assisted code review
AI-assisted pipeline troubleshooting
AI-based log analysis
Natural-language DevOps operations
Azure DevOps MCP Server
Connecting MCP with VS Code
Authentication and permissions
AI-assisted work-item management
Human-in-the-loop governance
Module 12: MLOps
Introduction to MLOps
ML project lifecycle
Git for ML projects
Azure Machine Learning
ML pipelines
Model versioning
Model deployment
CI/CD for ML
Model monitoring
Production ML environments
Module 13: GenAIOps
Generative AI application lifecycle
AI application deployment
Prompt/version management
Evaluation and testing
AI monitoring
AI application observability
AI agents
Production AI operations
CI/CD for GenAI applications