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Azure fundamentals
Cloud Concepts – Principles of cloud computing
Create an Azure account
Core Cloud Services – Introduction to Azure
Core Cloud Services – Azure architecture and service guarantees
Core Cloud Services – Manage services with the Azure portal
Core Cloud Services – Azure compute options
Core Cloud Services – Azure data storage options
Core Cloud Services – Azure networking options
Security, responsibility, and trust in Azure
Apply and monitor infrastructure standards with Azure Policy
Control and organize Azure resources with Azure Resource Manager
Predict costs and optimize spending for Azure
AZ-104: Manage identities and governance in Azure
Create Azure users and groups in Azure Active Directory
Manage users and groups in Azure Active Directory
Allow users to reset their password with Azure Active Directory self-service password reset
Manage access to an Azure subscription by using Azure role-based access control (RBAC)
Secure your Azure resources with role-based access control (RBAC)
Create custom roles for Azure resources with role-based access control (RBAC)
Control and organize Azure resources with Azure Resource Manager
Predict costs and optimize spending for Azure
Analyze costs and create budgets with Azure Cost Management
Move Azure resources to another resource group
Manage device identity with Azure AD join and Enterprise State Roaming
AZ-104: Prerequisites for Azure administrators
Apply and monitor infrastructure standards with Azure Policy
Introduction to Azure virtual machines
Fundamentals of computer networking
Fundamentals of computer networking
Control Azure services with the CLI
Automate Azure tasks using scripts with PowerShell
Secure your identities by using Azure Active Directory
Introduction to Docker containers
Choose a data storage approach in Azure
AZ-104: Deploy and manage Azure compute resources
Manage virtual machines with the Azure CLI
Add and size disks in Azure virtual machines
Secure your Azure virtual machine disks
Keep your virtual machines updated
Build Azure Resource Manager templates
Deploy Azure virtual machines from VHD templates
AZ-104: Implement and manage storage in Azure
Extend your on-premises file share capacity using Azure File Sync
Move large amounts of data to the cloud by using Azure Data Box family
AZ-104: Monitor and back up Azure resources
Protect your Azure infrastructure with Azure Site Recovery
Microsoft Azure Well-Architected Framework – Reliability
Manage resources in Azure
Align requirements with cloud types and service models in Azure
Control Azure services with the CLI
Automate Azure tasks using scripts with PowerShell
Predict costs and optimize spending for Azure
Control and organize Azure resources with Azure Resource Manager
Move Azure resources to another resource group
Implement resource management security in Azure
Secure your Azure resources with role-based access control (RBAC)
Manage access to an Azure subscription by using Azure role-based access control (RBAC)
Create custom roles for Azure resources with role-based access control (RBAC)
Configure and manage virtual networks for Azure administrators
Connect your on-premises network to the Microsoft global network by using ExpressRoute
Secure and isolate access to Azure resources by using network security groups and service endpoints
Load balance your web service traffic with Application Gateway
Improve application scalability and resiliency by using Azure Load Balancer
Troubleshoot inbound network connectivity for Azure Load Balancer
Monitor and troubleshoot your end-to-end Azure network infrastructure by using network monitoring tools
Create a Content Delivery Network for your Website with Azure CDN and Blob Services
Enhance your service availability and data locality by using Azure Traffic Manager
Implement network security in Azure
Configure the network for your virtual machines
Secure and isolate access to Azure resources by using network security groups and service endpoints
Encrypt network traffic end to end with Azure Application Gateway
Monitor and troubleshoot your end-to-end Azure network infrastructure by using network monitoring tools
AZ-400: Define and implement continuous integration
Create a build pipeline with Azure Pipelines
Run quality tests in your build pipeline by using Azure Pipelines
Manage build dependencies with Azure Artifacts
Host your own build agent in Azure Pipelines
Create a release pipeline in Azure Pipelines
Create a multistage pipeline by using Azure Pipelines
Run functional tests in Azure Pipelines
Run nonfunctional tests in Azure Pipelines
Configure infrastructure in Azure Pipelines
Protect your virtual machine settings with Azure Automation State Configuration
Build continuous integration (CI) workflows by using GitHub Actions
AZ-400: Facilitate communication and collaboration
Analyze DevOps Continuous Planning and Continuous Integration
Introduce the foundation pillars of DevOps: Culture and Lean Product
Characterize DevOps Continuous Collaboration and Continuous Improvement
Explain DevOps Continuous Delivery and Continuous Quality
Review planning and managing Azure costs
Route system feedback to development teams
AZ-400: Manage source control
Introduction to GitHub
Migrate your repository by using GitHub best practices
Upload your project by using GitHub best practices
Manage repository changes by using pull requests on GitHub
Settle competing commits by using merge conflict resolution on GitHub
Search and organize repository history by using GitHub
Manage an InnerSource program by using GitHub
Communicate effectively on GitHub by using Markdown
Maintain a secure repository by using GitHub best practices
Automate DevOps processes by using GitHub Apps
Automate GitHub by using GitHub Script
Manage software delivery by using a release based workflow on GitHub
Build continuous integration (CI) workflows by using GitHub Actions
Build and deploy applications to Azure by using GitHub Actions
Implement a code workflow in your build pipeline by using Git and GitHub
AZ-400: Develop a Site Reliability Engineering (SRE) strategy
Introduction to Site Reliability Engineering (SRE)
Improve incident response with alerting on Azure
Capture Web Application Logs with App Service Diagnostics Logging
Manage site reliability
Scale your cloud resources with elasticity
Build applications on the cloud
Troubleshoot inbound network connectivity for Azure Load Balancer
Monitor the health of your Azure virtual machine by collecting and analyzing diagnostic data
AZ-400: Develop a security and compliance plan
Secure your identities by using Azure Active Directory
Create Azure users and groups in Azure Active Directory
Authenticate apps to Azure services by using service principals and managed identities for Azure resources
Configure and manage secrets in Azure Key Vault
Control authentication for your APIs with Azure API Management
Security, responsibility, and trust in Azure
Monitor and report on security events in Azure AD
Maintain a secure repository by using GitHub best practices
Apply and monitor infrastructure standards with Azure Policy
Improve your reliability with modern operations practices: Learning from failure
Improve your reliability with modern operations practices: Incident response

Evolve your DevOps practices
Assess your existing software development process
Get started with Azure DevOps
Choose an Agile approach to software development
Manage Agile software delivery plans across teams
Introduction to Kubernetes
Introduction to Docker containers
Introduction to Kubernetes
Introduction to Azure Kubernetes Service
Optimize compute costs on Azure Kubernetes Service (AKS)
Build applications with Azure DevOps
Create a build pipeline with Azure Pipelines
Implement a code workflow in your build pipeline by using Git and GitHub
Run quality tests in your build pipeline by using Azure Pipelines
Scan open source components for vulnerabilities and license ratings in Azure Pipelines
Manage build dependencies with Azure Artifacts
Host your own build agent in Azure Pipelines
Deploy applications with Azure DevOps
Create a release pipeline in Azure Pipelines
Create a multistage pipeline by using Azure Pipelines
Manage database changes in Azure Pipelines
Run functional tests in Azure Pipelines
Run nonfunctional tests in Azure Pipelines
Manage release cadence in Azure Pipelines by using deployment patterns
Automate Azure Functions deployments with Azure Pipelines
Automate Docker container deployments with Azure Pipelines
Automate multi-container Kubernetes deployments with Azure Pipelines
Introduce DevOps Dojo: Create efficiencies that support your business
Introduce the foundation pillars of DevOps: Culture and Lean Product
Define the foundation pillars of DevOps: Architecture and Technology
Analyze DevOps Continuous Planning and Continuous Integration
Explain DevOps Continuous Delivery and Continuous Quality
Explore DevOps Continuous Security and Continuous Operations
Characterize DevOps Continuous Collaboration and Continuous Improvement
Capture feedback and monitoring data to continuously improve your software
Recommend and design system feedback mechanisms
Route system feedback to development teams
Manage site reliability
Threat Modeling Security Fundamentals
Introduction to threat modeling
Create a threat model using data-flow diagram elements
Provide context with the right depth layer
Approach your data-flow diagram with the right threat model focus
Use a framework to identify threats and find ways to reduce or eliminate risk
Prioritize your issues and apply security controls
Use recommended tools to create a data-flow diagram
Automate your deployments with Azure DevOps
Provision infrastructure in Azure Pipelines
Configure infrastructure in Azure Pipelines
Provision databases in Azure Pipelines
Automate your workflow with GitHub Actions
Introduction to GitHub
Automate development tasks by using GitHub Actions
Build continuous integration (CI) workflows by using GitHub Actions
Build and deploy applications to Azure by using GitHub Actions
Automate GitHub by using GitHub Script
Manage the lifecycle of your projects on GitHub
Introduction to GitHub
Manage software delivery by using a release based workflow on GitHub
Manage repository changes by using pull requests on GitHub
Settle competing commits by using merge conflict resolution on GitHub
Automate DevOps processes by using GitHub Apps
Search and organize repository history by using GitHub
BBuild community-driven software projects on GitHub
Introduction to GitHub
Manage an InnerSource program by using GitHub
Create an open-source program by using GitHub best practices
Upload your project by using GitHub best practices
Migrate your repository by using GitHub best practices
Maintain a secure repository by using GitHub best practices
Collaborate with others with Markdown and GitHub Pages
Introduction to GitHub
Communicate effectively on GitHub by using Markdown
Create and host web sites by using GitHub Pages
Introduce DevOps Dojo: Create efficiencies that support your business
Analyze DevOps Continuous Planning and Continuous Integration
Explain DevOps Continuous Delivery and Continuous Quality
Explore DevOps Continuous Security and Continuous Operations
Characterize DevOps Continuous Collaboration and Continuous Improvement

Data Engineer
Azure Data Fundamentals: Explore core data concepts
Explore core data concepts
Explore roles and responsibilities in the world of data
Describe concepts of relational data
Explore concepts of non-relational data
Explore concepts of data analytics
Explore relational data in Azure
Explore provisioning and deploying relational database offerings in Azure
Query relational data in Azure
Database Administrator
Migrate SQL workloads to Azure
Azure for the Data Engineer
Understand the evolving world of data
Survey the services on the Azure Data platform
Identify the tasks of a data engineer in a cloud-hosted architecture
Store data in Azure
Choose a data storage approach in Azure
Create an Azure Storage account
Connect an app to Azure Storage
Secure your Azure Storage account
Store application data with Azure Blob storage
Implement a Data Streaming Solution with Azure Streaming Analytics
Work with data streams by using Azure Stream Analytics
Transform data by using Azure Stream Analytics
Work with relational data in Azure
Provision an Azure SQL database to store application data
Create an Azure Database for PostgreSQL server
Scale multiple Azure SQL Databases with SQL elastic pools
Secure your Azure SQL Database
Develop and configure an ASP.NET application that queries an Azure SQL database
Large-Scale Data Processing with Azure Data Lake Storage Gen2
Introduction to Azure Data Lake storage
Upload data to Azure Data Lake Storage
Secure your Azure Storage account
Implement a Data Warehouse with Azure Synapse Analytics
Design a data warehouse with Azure Synapse Analytics
Query data in Azure Synapse Analytics
Import data into Azure Synapse Analytics by using PolyBase
Work with NoSQL data in Azure Cosmos DB
Create an Azure Cosmos DB database built to scale
Choose the appropriate API for Azure Cosmos DB
Insert and query data in your Azure Cosmos DB database
Store and access graph data in Azure Cosmos DB with the Graph API
Store and Access NoSQL Data with Azure Cosmos DB and the Table API
Build a .NET Core app for Azure Cosmos DB in Visual Studio Code
Optimize the performance of Azure Cosmos DB by using partitioning and indexing strategies
Distribute your data globally with Azure Cosmos DB
Azure Data Fundamentals: Explore modern data warehouse analytics in Azure
Examine components of a modern data warehouse
Explore data ingestion in Azure
Explore data storage and processing in Azure
Get started building with Power BI
Data engineering with Azure Databricks
Describe Azure Databricks
Spark architecture fundamentals
Read and write data in Azure Databricks
Work with DataFrames in Azure Databricks
Describe lazy evaluation and other performance features in Azure Databricks
Work with DataFrames columns in Azure Databricks
Work with DataFrames advanced methods in Azure Databricks
Describe platform architecture, security, and data protection in Azure Databricks
Build and query a Delta Lake
Process streaming data with Azure Databricks structured streaming
Describe Azure Databricks Delta Lake architecture
Create production workloads on Azure Databricks with Azure Data Factory
Implement CI/CD with Azure DevOps
Integrate Azure Databricks with other Azure services
Describe Azure Databricks best practices
Migrate application workloads and data to Azure
Design your migration to Azure
Prepare on-premises workloads for migration to Azure
Migrate on-premises workloads to Azure
Migrate your relational data stored in SQL Server to Azure SQL Database
Migrate SQL workloads to Azure
SQL Server Discovery using the Microsoft Assessment and Planning (MAP) toolkit
Assess and convert SQL Server Databases using the Data Migration Assistant (DMA)
Assess and convert SQL Server Databases using the Data Migration Assistant (DMA)
Test and optimize SQL Server databases using the Database Experimentation Assistant (DEA)
Migrate SQL workloads to Azure virtual machines
Migrate SQL Workloads to Azure SQL Databases
Migrate SQL Workloads to Azure Managed Instances
SQL Server on Linux
Introduction to SQL Server on Linux
Deploy SQL Server on Linux
Automatically tune SQL Server on Linux
Run SQL Server 2019 on Linux containers
Building Open Source Software (OSS) Analytical Solutions with Azure HDInsight
Introduction to the Open source Analytics Offering
Choose the correct HDInsight Configuration to build open-source analytics solutions
Creating and configuring a HDInsight cluster
Perform advanced streaming data transformations with Apache Spark and Kafka in Azure HDInsight
Perform Zero ETL analytics with HDInsight Interactive Query
Manage enterprise security in HDInsight
SQL Server upgrades
Introduction to upgrading SQL Server
SQL Server Discovery using the Microsoft Assessment and Planning (MAP) toolkit
Assess and convert SQL Server Databases using the Data Migration Assistant (DMA)
Test and optimize SQL Server databases using the Database Experimentation Assistant (DEA)
Use the SQL Server Query Tuning Assistant
Migrating open-source workloads to Azure
Introduction to open-source database migration on Azure
Migrate on-premises MySQL databases to Azure Database for MySQL
Migrate on-premises PostgreSQL databases to Azure Database for PostgreSQL
Protecting, monitoring and tuning a migrated database
Migrating Cassandra and MongoDB workloads to Cosmos DB
Introduction to open source database migration to Azure Cosmos DB
Migrate Cassandra workloads to Cosmos DB
Migrate on-premises MongoDB databases to Cosmos DB

Beginner
Build a .NET Core app for Azure Cosmos DB in Visual Studio Code
Build a simple website using HTML, CSS, and Javascript
Build a web app with Blazor WebAssembly and Visual Studio Code
Build mobile apps with Xamarin.Forms
Call methods from the .NET Class Library using C#
Choose the correct data type in your C# code
Consume REST web services in Xamarin apps
Create a chat bot to help students learn with Azure Bot Service
Create a UI in Xamarin.Forms apps by using XAML
Create a web API with ASP.NET Core
Create a web UI with ASP.NET Core
Create and publish a web application with Azure App Service and Visual Studio Code
Create multi-page Xamarin.Forms apps with stack and tab navigation
Create readable code with conventions, whitespace, and comments in C#
Create reusable functionality with functions in Python
Create your first Python program
Develop web applications with Visual Studio Code
Introduction to App Center
Introduction to Xamarin.Android
Introduction to Xamarin.iOS
Load test Azure web apps by using Azure DevOps
Publish a web app to Azure with Visual Studio
Set up your Python beginner development environment with Visual Studio Code
Store and retrieve data using literal and variable values in C#
Take your first steps with C#
Take your first steps with Python
Use Git version-control tools in Visual Studio Code
What is Python?
Work with data in C#
Write your first C# code
Intermediate
Create an app to run parallel compute jobs in Azure Batch
Create and deploy a cloud-native ASP.NET Core microservice
Explore and analyze data with Python
Advanced
Create custom controls with Xamarin.Forms renderers

Beginner
Automate a business process using Power Automate
Build more complex flows with Power Automate
Consume data with Power BI
Create a canvas app in Power Apps
Create a model-driven application in Power Apps
Create and manage entities in Common Data Service
Create and manage environments in Common Data Service
Create and manage fields within an entity in Common Data Service
Create and share your first Power BI report
Create and use analytics reports with Power BI
Customize a canvas app in Power Apps
Document and test your Power Apps application
Explore what Power BI can do for you
Get started building with Power BI
Get started using Common Data Service
Get started with AI Builder
Get started with Common Data Service
Get started with model-driven apps in Power Apps
Get started with Power Apps
Get started with Power Automate
How to build a simple dashboard
How to build an app solution
How to build an automated solution
Introduction to AI for business users
Introduction to Common Data Service
Introduction to integration with Dynamics 365 Customer Engagement apps
Introduction to Microsoft Business Applications
Introduction to model-driven apps and Common Data Service
Introduction to Power Apps
Introduction to Power Automate
Introduction to Power BI
Introduction to Power Platform
Introduction to the Microsoft commercial marketplace
Load/export data and create data views in Common Data Service
Manage apps in Power Apps
Microsoft Power Platform Fundamentals
Working with option sets in Common Data Service
Intermediate
Administer Microsoft Power Platform subscriptions
Automate business process flows with client script
Build a Power Apps component
Clean, transform, and load data in Power BI
Configure forms, charts, and dashboards in model driven apps
Connecting to other data in a Power Apps canvas app
Create a business process flow in Power Automate
Create a Power Automate button that uses a physical button input
Create a Power Automate button with user input
Create a Power Automate button without user input
Create a relationship between entities in Common Data Service
Create an immersive business process flow in Power Automate
Create and define calculation or rollup fields in Common Data Service
Create business process flows for model-driven apps in Dynamics 365
Create relationships, business rules, calculations, and rollups in Common Data Service
Explore data in Power BI
Get data in Power BI
Get data with Power BI Desktop
Get started with Power Apps component framework
Get started with Power Automate buttons
Get started with security roles in Common Data Service
Introduction to business process flows in Power Automate
Introduction to Common Data Service for developers
Introduction to developing with the Power Platform
Introduction to Dynamics 365 portals
Introduction to Power Automate security and governance
Introduction to using Power Automate buttons
Introduction to web resources
Microsoft Power Platform Mobile management
Use basic formulas to make better Power Apps canvas apps
Use the UI and controls in a canvas app in Power Apps
Use visuals in Power BI
Work with data in a Power Apps canvas app
Work with data source limits (delegation limits) in a Power Apps canvas app
Work with external data in a Power Apps canvas app
Work with relational data in a Power Apps canvas app
Write data in a Power Apps canvas app
Advance
Complete testing and performance checks in a Power Apps canvas app
Create components with Power Apps Component Framework
Introduction to extending the Microsoft Power Platform
Introduction to Power Platform developer resources
Master advanced techniques for Power Apps canvas apps
Use advanced features with Power Apps component framework
Use developer tools to extend the Power Platform
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