Microsoft Azure Syllabus for deep learning

Introduction to cloud computing and Microsoft Azure

Types of cloud computing

1. What is What is Cloud Computing
2. SaaS: Software as a service
3. PaaS: Platform as a service
4. IaaS: Infrastructure as a service
5. Advantages and Disadvantages of Cloud Computing

Azure services

1. Compute services
2. Data services
3. Application services
4. Network services

Azure key concepts

1. Datacenters and regions
2. Azure portal
3. Resources
4. Resource groups
5. Resource Manager templates

Automation

1. Azure PowerShell
2. Azure command-line interface
3. REST APIs

Getting started with Azure subscriptions & pricing Calculation

1. Select and enable an Azure subscription
2. Grant administrative access to an Azure subscription
3. View billing information in the Azure portal
4. Get billing information from billing APIs
5. Forecast cost with the pricing calculator
6. Set up billing alerts

Azure Resource Manager

1. Tips for creating resource groups
2. Building Resource Manager templates
3. Security of Azure resources (RBAC)

Azure App Services - Web Apps

1. Introduction
2. App Types
3. Deploying Web App directly from Visual Studio.
4. Scaling a Web Apps
5. Application Settings Configuration

Azure SQL Database 

1. Introduction/Overview.
2. Creating and Using SQL Server and SQL Database.
3. Azure SQL Database Tools.
4. Using Azure SQL Database with EF Code First.
5. Migrating on premise database to SQL Azure.
6. Elastic Storage.
7. Manage Business Continuity
8. Azure SQL Database vs SQL Server in IaaA VM

Azure Virtual Machines

1. Use cases
2. Deployment of virtual machines
3. Portal
4. PowerShell
5. Command-line interface
6. Access and security for virtual machines

Azure Storage

1. Use cases
2. Blob storage
3. File storage
4. Table storage
5. Queue storage
6. Deploying a storage account
7. Portal
8. PowerShell
9. Command-line interface
10. Access and security for Azure Storage
11. Virtual machine disks
12. Storage tools
13. Storage API
14. Storage access keys
15. Shared access signatures
16. C# / MS.NET Azure Storage SDK

Azure Virtual Network

1. Use cases
2. Cloud-only virtual networks
3. Cross-premises virtual networks
4. Deploying a virtual network
5. Portal
6. PowerShell
7. Command-line interface
8. Access and security for virtual networks

Azure Web Jobs

1. Logic App
2. Web Jobs
3. Microsoft Flow
4. Functions

Azure Service Bus 

1. Service Bus Basics
2. Relayed Messaging
3. Service Bus Queues
4. Topics and Subscriptions

Azure Active Directory 

1. Azure AD Introduction
2. Relationship between AD DS and Azure AD
3. Managing Active Directories
4. Adding a custom domain name to Azure AD
5. Managing Users, Groups and Devices
6. Adding Co-Administrators for a Subscription
7. Configuring Role Based Access Control
8. Integrating On-Premise AD Identities with Azure AD
9. Integrating Gallery Applications with Azure AD
10. Integrating On-Premise Applications with Azure AD
11. Implementing Azure AD B2B Collaboration

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Author: Bikesh Srivastava - Saturday, September 7, 2019