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Master AI and Machine Learning: From Neural Networks to Applications
Overview
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Discover strategies, tools, and processes to manage application infrastructure using the Azure DevOps tool and service set.
Syllabus
Introduction
- The need for agile infrastructure
- Who is this course for?
- Underlying issues with complex deployments
- The need for a strategy
- Components of a strategy
- Manage technical debt
- Container orchestration
- Options for provisioning Kubernetes Services
- Manage Kubernetes beyond Azure
- CLI deployment
- Application deployment process
- Application deployment demo
- Define and install an application through Helm
- Create a scaling plan
- Infrastructure as code technologies
- IaC vs. CM tools
- Modularization and reuse in templates
- Define Terraform file
- Deploy resources via Terraform
- Scanning IaC for security
- Securing secrets in templates
- Demo for security
- Security and compliance in Azure
- Azure Policies
- Combining compliance with IaC
- PowerShell Desired State Configuration for machine configuration
- Configuration management in Azure
- Azure Automanage deployment
- Teardown of an Azure environment
- Next steps for Azure for DevOps
Taught by
Gurinder Singh Mann