Microsoft Learn provides self-paced, digital learning resources to build skills and a foundational understanding of technology. Microsoft Learn provides resources to complement existing institution courseware and study materials to best prepare students for in-demand jobs and Microsoft industry-recognized certifications. Microsoft Learn provides step-by-step, bite-sized tutorials and engaging modules that are available online and support learners with technology proficiency ranging from beginners to advanced learners. The learning paths have interactive sandbox environments to provide “hands-on” interactions with Microsoft technologies. Learners can create a profile on Microsoft Learn to access additional features such as collections, track progress on learning activities and view personalized recommendations.

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Microsoft Learn Courses

Design cloud solutions for the public sector

15 Min 6 Unit

Introduction to the stakes and options for implementing Azure to safeguard public sector data.

Add decision logic to your code using the if-elseif-else statement in C#

33 Min 7 Unit

Learn to branch your code's execution path by evaluating boolean expressions.

Configure your Windows app to use Narrator and speech recognition

75 Min 6 Unit

In this module, we show you how to use Narrator and custom voice input controls to make your app inclusive to visually impaired users.

Monitor Windows Server IaaS Virtual Machines and hybrid instances

46 Min 8 Unit

You'll be able to implement Azure Monitor for IaaS Virtual Machines in Azure, implement Azure Monitor in on-premises environments, and use dependency maps.

Manage Azure Kubernetes Service on Azure Stack HCI

66 Min 11 Unit

Manage Azure Kubernetes Service on Azure Stack HCI

Implement Windows Server IaaS VM network security

69 Min 11 Unit

Implement Windows Server IaaS VM network security

Recognize and synthesize speech

29 Min 5 Unit

Recognize and synthesize speech

Getting started with the Microsoft Cloud Adoption Framework for Azure

43 Min 5 Unit

Use the Cloud Adoption Framework getting-started guides to unblock your organization's cloud adoption efforts.

Choose the best monitoring service for visibility, insight, and outage mitigation

22 Min 8 Unit

Learn about solutions that can give your IT organization insight into the health and performance of its cloud-based applications. Prepare for AZ-900.

Application scalability on AKS with HorizontalPodAutoscalers

10 Min 5 Unit

Explore how to scale your deployed applications with HorizontalPodAutoscalers in AKS.

Choose an Agile approach to software development

40 Min 5 Unit

Learn with the Space Game web team how to use Azure Boards to implement Agile software practices along with DevOps transparency and collaboration.

Expose hybrid services securely with Azure Relay

44 Min 6 Unit

Securely expose services that run in your on-premises network to clients in the cloud, without having to open a port on your firewall or make intrusive changes to your corporate network infrastructure.

Introduction to Immersive Reader

21 Min 6 Unit

Immersive Reader is a tool that embeds reading, math, and text comprehension capabilities into applications. Immersive Reader is an inclusively designed tool that implements proven techniques to improve reading comprehension for new readers, language learners, and people with learning differences such as dyslexia. No knowledge of machine learning is required.

Add and size disks in Azure virtual machines

36 Min 7 Unit

Learn about your virtual machine storage options and how to choose between standard and premium, managed and unmanaged disks for your Azure virtual machine.

Choose the best tools for managing and configuring your Azure environment

27 Min 10 Unit

Explore the Azure management, administration, and reporting tools, and choose the ones that best meet your organization's needs. Prepare for AZ-900.

Introduction to Personalizer

40 Min 6 Unit

Discover the Personalizer service that is part of the Azure Decision services offerings.

Migrate on-premises Windows Server instances to Azure IaaS virtual machines

41 Min 8 Unit

You'll be able to plan a migration and select appropriate server migration tools. You will also learn how to use Azure Migrate, how to assess physical servers, and how to migrate those servers.

Host a web application with Azure App Service

31 Min 8 Unit

Create a website using C#, Java, Python or Node.js and deploy it through the hosted web app platform in Azure App Service.

Migrate SAP workloads to Azure

44 Min 7 Unit

Migrate SAP workloads to Azure

Count the number of Moon rocks by type using Python

32 Min 8 Unit

Use Python to make a simple program to count the number of each type of space rock.

Deploy to multiple Azure environments by using JSON ARM template features

39 Min 9 Unit

Manage multiple Azure environment deployments of your JSON Azure Resource Manager templates (ARM templates) by using functions, variables, tags, and parameter files.

Introduction to Azure Database for MariaDB

35 Min 6 Unit

Describe how Azure Database for MariaDB supports mission-critical workloads with predictable performance and dynamic scalability. Evaluate whether you can implement Azure Database for MariaDB to address your relational database needs.

Manage Azure PaaS resources using automated methods

49 Min 9 Unit

Manage Azure PaaS resources using automated methods

Deploy Azure Sentinel and connect data sources

50 Min 8 Unit

Learn how to deploy Azure Sentinel and connect the services you want to monitor. Then you can use Azure and AI to provide analysis of security alerts.

Optimize the performance of Azure Cosmos DB by using partitioning and indexing strategies

76 Min 9 Unit

Learn how to measure the performance of your NoSQL Azure Cosmos DB database, by monitoring, partitioning, and indexing

Optimize compute costs on Azure Kubernetes Service (AKS)

62 Min 8 Unit

Explore strategies that you can use on Azure to optimize your cloud-native application-development process by using Azure Kubernetes Service (AKS).

Improve your reliability with modern operations practices: Incident response

33 Min 8 Unit

Learn the incident response fundamentals necessary to help you sustainably achieve the appropriate level of reliability in your systems, services, and products.

Describe endpoint security with Microsoft Intune

19 Min 5 Unit

Describe endpoint security with Microsoft Intune

Describe security and compliance concepts and methodologies

26 Min 9 Unit

Describe security and compliance concepts and methodologies

Respond to data loss prevention alerts using Microsoft 365

28 Min 6 Unit

Respond to data loss prevention alerts using Microsoft 365

Explore data storage and processing in Azure

24 Min 5 Unit

Explore data storage and processing in Azure

Design with inclusivity in mind

33 Min 6 Unit

Learn how to perform inclusive product design for users with diverse capabilities

Describe platform architecture, security, and data protection in Azure Databricks

63 Min 9 Unit

Describe platform architecture, security, and data protection in Azure Databricks

Putting it all together with Azure SQL

54 Min 7 Unit

Putting it all together with Azure SQL

Enabling digital transformation

32 Min 7 Unit

Digital transformation is a wave of business innovation fueled by the explosion of technology—data, applications, and devices are everywhere. The cloud, artificial intelligence (AI), and the internet of things (IoT) give organizations new ways to make sense of information and generate insights to transform their business. Realizing the benefits of digital transformation requires business leaders to look beyond technology to reimagine existing business models and embrace a different way of bringing together people, data, and processes to create value for customers.

Work with DataFrames columns in Azure Databricks

43 Min 6 Unit

Work with DataFrames columns in Azure Databricks

Code control statements in Python

41 Min 9 Unit

Learn more advanced topics of Python.

Audit the security of Windows Server IaaS Virtual Machines

45 Min 8 Unit

You'll learn about Azure Security Center and how to onboard Windows Server computers to Security Center. You'll also learn about Azure Sentinel, security information and event management (SIEM), and security orchestration, automation and response (SOAR).

Enable secure access to apps for external users with Azure AD B2C

16 Min 5 Unit

Use Azure AD B2C as the full-featured identity system for your application, and ensure that users are required to sign in securely by using multi-factor authentication.

Automate Node.js deployments with Azure Pipelines

44 Min 6 Unit

Implement CI/CD pipeline for Node.js applications. Automate deployment of Vue, React, Angular or webpack apps with Azure Pipelines.

Integrate Azure Databricks with Azure Synapse

23 Min 4 Unit

Integrate Azure Databricks with Azure Synapse

Introduction to Azure Sentinel

29 Min 6 Unit

Get familiar with Azure Sentinel, a cloud-native, security information and event management (SIEM) service.

Implement Windows Server Data Deduplication

45 Min 7 Unit

Implement Windows Server Data Deduplication

Introduction to Azure DevTest Labs

47 Min 6 Unit

In this module, you'll learn how to evaluate whether Azure DevTest Labs is appropriate for setting up virtual machine environments for your team.

Translate speech with the speech service

47 Min 7 Unit

Translate speech with the speech service

Microsoft Azure Well-Architected Framework - Cost optimization

51 Min 6 Unit

Learn how to use the cost optimization pillar of the Microsoft Azure Well-Architected Framework to design a cloud-based architecture that is efficient, eliminates waste, and gives you full visibility into where your money is spent on cloud resources.

Introduction to programming

20 Min 10 Unit

Learn about programming languages and the tools that developers use to create software.

The Principles of Sustainable Software Engineering

33 Min 12 Unit

Sustainable Software Engineering is an emerging discipline at the intersection of climate science, software, hardware, electricity markets, and data center design. The Principles of Sustainable Software Engineering are a core set of competencies needed to define, build, and run sustainable software applications.

Solve graph coloring problems by using Grover's search

154 Min 9 Unit

Learn how Grover's algorithm can help you solve search problems such as graph coloring problems.

Write your first Windows 10 application

60 Min 6 Unit

Learn how to create apps in the most popular Windows development frameworks - UWP, WPF, and Windows Forms.

Track global air quality with Azure Maps

43 Min 9 Unit

This module shows how to track global air quality by using the Azure Maps web SDK and pollution data from a third-party air quality API.

Plan, implement, and manage access review

44 Min 9 Unit

Plan, implement, and manage access review

Introduction to PyTorch

90 Min 10 Unit

Learn how to build machine learning models with PyTorch

Protect your servers and VMs from brute-force and malware attacks with Azure Security Center

44 Min 6 Unit

Stop hackers from getting into your Windows and Linux servers. In this module, you’ll discover how to protect VMs and servers with Azure Security Center

Write your first PowerShell code

17 Min 7 Unit

In this module, you begin learning the basics of programming by writing and running code in PowerShell.

Run Docker containers with Azure Container Instances

48 Min 7 Unit

Learn how to run and troubleshoot containerized apps using Docker containers with Azure Container Instances.

Implement Azure Monitoring for SAP workloads on Azure VMs

23 Min 7 Unit

Implement Azure Monitoring for SAP workloads on Azure VMs

Introduction to Azure Database for MySQL

38 Min 6 Unit

Describe how Azure Database for MySQL supports mission-critical workloads with predictable performance and dynamic scalability. Determine whether you should implement Azure Database for MySQL to address your relational database needs.

Move Azure resources to another resource group

42 Min 8 Unit

Learn how to identify Azure resources you can move, and how to move them to a new resource group.

Introduction to Site Reliability Engineering (SRE)

55 Min 7 Unit

Learn about SRE, an engineering discipline that helps you sustainably achieve the appropriate level of reliability in your systems, services, and products.

Build a Web App with Refreshable Machine Learning Models

82 Min 11 Unit

Build a web app powered by machine learning models trained using Custom Vision AI service, and learn how to refresh them with GitHub Actions.

Orchestrate data movement and transformation in Azure Data Factory or Azure Synapse Pipeline

46 Min 9 Unit

Orchestrate data movement and transformation in Azure Data Factory or Azure Synapse Pipeline

Add custom domain name to Azure Active Directory

18 Min 5 Unit

Learn how to add custom domain name to Azure Active Directory.

Store and access graph data in Azure Cosmos DB with the Graph API

42 Min 8 Unit

Find out about creating an application with Azure Cosmos DB as a graph database, then retrieve, manipulate, and visualize graph data using Data Explorer.

Introduction to Azure DDoS Protection

34 Min 6 Unit

Learn how to guard your Azure services from a denial of service attack using Azure DDoS Protection Standard.

Migrate on-premises MongoDB databases to Cosmos DB

69 Min 8 Unit

Migrate on-premises MongoDB databases to Cosmos DB

Instrument a cloud-native ASP.NET Core microservice

63 Min 8 Unit

This module guides you through implementing logging and monitoring in an ASP.NET Core microservices app in Azure Kubernetes Service.

Datacenter components

118 Min 9 Unit

Carnegie Mellon University's Cloud Developer course. Take a deep dive into datacenters to discover how they are laid out and how computing resources are provisioned and metered.

Collaborate with Git

44 Min 7 Unit

Use Git to track changes to source code and collaborate with other developers.

Transform data by using Azure Stream Analytics

49 Min 10 Unit

Learn how to create Azure Stream Analytics jobs to process input data, transform it with a query, and return results

Microsoft Azure Artificial Intelligence (AI) strategy and solutions

59 Min 7 Unit

This module provides an overview of Azure AI and demonstrates how Microsoft tools, services, and infrastructure can help make AI real for your organization, whether you want to unlock insights from your latent data with knowledge mining, develop your own AI models with machine learning, or build immersive apps using AI.

Message queues and stream processing

62 Min 8 Unit

Carnegie Mellon University's cloud developer course. The increase of available data has led to the rise of continuous streams of real-time data to process. Learn about different systems and techniques for consuming and processing real-time data streams.

Monitor and manage your coffee machine with Azure IoT Central

67 Min 6 Unit

Learn how to create an Azure IoT Central application to control Internet of Things devices that communicate through unique connection strings.

Introduction to Azure Logic Apps

28 Min 6 Unit

Learn how to evaluate Logic Apps as an automation choice for your organization using criteria for integration, performance, conditionals, and connectors.

Implement data binding in your Windows 10 application

70 Min 8 Unit

Learn about the relation between UI and data in Windows 10 apps, and implement data binding in your applications.

Load test Azure web apps by using Azure DevOps

54 Min 8 Unit

Discover Azure portal and Azure DevOps tools that help you quickly and efficiently define and scale up load tests for apps.

Explore data ingestion in Azure

23 Min 5 Unit

Explore data ingestion in Azure

Create an Azure account

39 Min 7 Unit

Find out how to start using Azure by creating an account where you’ll see services and personal settings for identity, billing, and preferences.

Manage Windows Server file servers

55 Min 8 Unit

Manage Windows Server file servers

Connect an app to Azure Storage

65 Min 12 Unit

Create a simple application and add configuration, client library references, and C# or JavaScript code to connect it to Azure Storage.

Develop, test, and publish Azure Functions by using Azure Functions Core Tools

20 Min 6 Unit

Find out how to develop an Azure Function in Visual Studio with a test framework to create, deploy, and test this scalable and secure service.

Plan, implement, and administer conditional access

60 Min 14 Unit

Plan, implement, and administer conditional access

Introduction to Azure Arc enabled servers

30 Min 5 Unit

This module introduces you to Azure Arc enabled servers and describes its characteristics, capabilities, and use cases.

Ingest data streams with Azure Stream Analytics

54 Min 10 Unit

Learn how to create Azure Stream Analytics jobs to process input data, transform it with a query, and return results.

Deploy SAP certified offerings on Azure

43 Min 7 Unit

Azure provides a scalable, compliant, and enterprise-proven platform for a range of SAP workloads. In this module, you explore the platform compliance criteria that is stipulated by SAP before deploying SAP solutions in Azure, and look at the different options for deploying SAP in Azure.

Perform code-free transformation at scale with Azure Data Factory or Azure Synapse Pipeline

58 Min 10 Unit

Perform code-free transformation at scale with Azure Data Factory or Azure Synapse Pipeline

Migrate on-premises MySQL databases to Azure Database for MySQL

62 Min 7 Unit

Migrate on-premises MySQL databases to Azure Database for MySQL

Automate the deployment of JSON ARM templates by using GitHub Actions

66 Min 9 Unit

Learn how to deploy JSON Azure Resource Manager (ARM) templates by using Azure PowerShell, the Azure CLI, and GitHub Actions.

Implement CI/CD with Azure DevOps

28 Min 5 Unit

Implement CI/CD with Azure DevOps

Implement a code workflow in your build pipeline by using Git and GitHub

87 Min 10 Unit

Learn along with the Space Game web team the benefits of collaboration through Visual Studio Code and GitHub.

Authenticate apps to Azure services by using service principals and managed identities for Azure resources

66 Min 8 Unit

Securely authenticate apps to Azure to manage and access Azure services. Service principals and managed identities give your app an Azure AD identity.

Digital accessibility

24 Min 4 Unit

This module shows how to create accessible and inclusive content for mobile apps and the web.

Deploy real-time machine learning services with Azure Machine Learning

40 Min 7 Unit

Deploy real-time machine learning services with Azure Machine Learning

Plan your migration to Microsoft Endpoint Manager

21 Min 8 Unit

In this module, you will learn about the migration paths you can follow to enable modern endpoint management using the products and services that encompass Microsoft Endpoint Manager.

Innovate applications by using Azure cloud technologies

56 Min 8 Unit

Innovation is a complex topic that encompasses many disciplines. The agility of the public cloud allows quicker innovation cycles and quicker hypothesis verification. Learn how to use Azure cloud technologies to sustain your organization's innovation requirements.

Create and publish a web application with Azure App Service and Visual Studio Code

26 Min 8 Unit

In this module, you'll learn how to create and publish webapps to Azure App Service from Visual Studio Code.

Migrate SQL workloads to Azure Managed Instances

64 Min 5 Unit

Migrate SQL workloads to Azure Managed Instances

Create a language translator application with Unity and Azure Cognitive Services.

70 Min 9 Unit

Create a language translator application for your mixed reality device (Windows Mixed Reality, HoloLens 2, etc.) by using Cognitive Services. You will also integrate MRTK features where appropriate.

Understand Windows Server IaaS Virtual Machine cost management

38 Min 8 Unit

You'll be able to use the Pricing calculator to assess likely costs, use Azure Advisor to monitor actual costs for Azure resources, implement Spot VMs and Azure Reservations, and describe benefits of Azure Hybrid licensing.

Introduction to Azure Front Door

29 Min 6 Unit

Azure Front Door provides a fast, reliable, and secure modern cloud content delivery network, integrated with intelligent threat protection.

Apply and manage sensitivity labels

54 Min 8 Unit

Apply and manage sensitivity labels

Secure your cloud resources with access control

40 Min 6 Unit

Cloud Admin course from Dr. Majd Sakr at Carnegie Mellon University. Learn about digital identities and how they can be managed and synchronized within an organization.

Output from Azure Digital Twins to downstream services

52 Min 8 Unit

In this module, you'll learn about how Azure Digital Twins uses event routes to send data to consumers outside the service.

Monitor and report on security events in Azure AD

35 Min 6 Unit

Keep tabs on security events in your Azure AD resources by using built-in reporting and monitoring capabilities. Respond to events as they happen, and address security risks before they become a problem.

Route system feedback to development teams

22 Min 5 Unit

Learn how continuous monitoring and dashboards give you insight into how customers use your software and where patterns of failure occur.

What is Python?

15 Min 6 Unit

A quick introduction to Python, programming languages, compilation, and the process of programming.

Automate the configuration of Windows Server IaaS Virtual Machines

49 Min 8 Unit

You'll be able to deploy Desired State Configuration (DSC) extensions, implement those extensions to remediate noncompliant servers, and use custom script extension.

Connect commands into a pipeline

17 Min 7 Unit

In this module, you'll learn how to connect commands into a pipeline.

Store and Access NoSQL Data with Azure Cosmos DB and the Table API

29 Min 4 Unit

By using the Azure Cosmos DB Table API, you will benefit from the low latency, high availability, and scalability of Azure Cosmos DB in a Table storage application.

Manage secrets in your server apps with Azure Key Vault

46 Min 7 Unit

Learn how to create an Azure Key Vault to store secret values and how to enable secure access to the vault.

Deploy a pre-built module to the Edge device

56 Min 8 Unit

University of Oxford

Control access to Azure Storage with shared access signatures

37 Min 7 Unit

Grant access to data stored in your Azure Storage accounts securely through the use of shared access signatures.

Implement and manage hybrid identity

70 Min 11 Unit

Implement and manage hybrid identity

Centralize your core services by using hub and spoke Azure virtual network architecture

36 Min 6 Unit

Design a network architecture in Azure that allows for growth and flexibility, secure isolation of critical resources, low administrative overhead, and communication with on-premises network resources.

Explore DevOps Continuous Security and Continuous Operations

22 Min 5 Unit

Explore two capabilities in the DevOps taxonomy, Continuous Security and Continuous Operations.

Create a build pipeline with Azure Pipelines

80 Min 10 Unit

Set up a continuous integration (CI) pipeline that automates the process of building your application.

Tune hyperparameters with Azure Machine Learning

46 Min 8 Unit

Tune hyperparameters with Azure Machine Learning

Create custom roles for Azure resources with role-based access control (RBAC)

30 Min 6 Unit

Learn how to create custom roles for Azure resources with role-based access control (RBAC).

Fundamentals of network security

36 Min 6 Unit

Explore the fundamentals of computer networking security and monitoring.

Prepare for cloud adoption with a data-driven plan

113 Min 6 Unit

Prepare for cloud adoption with a data-driven cloud adoption plan from the Cloud Adoption Framework. For new innovations, learn from others who have used the target platforms. For migrations, understand how to evaluate your assets and plan the efforts required to move them to the cloud.

Explore modules, packages, and third-party crates

32 Min 9 Unit

Learn about how to effectively use modules and how to integrate with packages and third-party crates.

Introduction to Azure Stack HCI core technologies

53 Min 6 Unit

This module introduces Azure Stack HCI technologies. You'll learn about the core Azure Stack HCI technologies, including Hyper-V, Windows Server software-defined storage, and Windows Server software-defined networking.

Introduction to Azure Bastion

26 Min 6 Unit

Describe how Azure Bastion provides secure and seamless connectivity to your VMs directly in the Azure portal. Determine whether Azure Bastion can replace your administrative jump boxes.

Migrate Cassandra workloads to Cosmos DB

39 Min 8 Unit

Migrate Cassandra workloads to Cosmos DB

Detect objects in images with the Custom Vision service

39 Min 5 Unit

Detect objects in images with the Custom Vision service

Install coding tools for Python development

40 Min 11 Unit

Learn about what coding is and install tools to help you code.

Manage data loss prevention policies and reports in Microsoft 365

48 Min 9 Unit

Manage data loss prevention policies and reports in Microsoft 365

Introduction to Azure Backup

31 Min 6 Unit

Evaluate whether Azure Backup is appropriate to use for your backup needs and describe how the features of Azure Backup work to provide backup solutions for your needs.

Create a bot with the Bot Framework SDK

57 Min 8 Unit

Learn how to build a bot by using the Microsoft Bot Framework SDK.

Describe core Azure architectural components

34 Min 8 Unit

Learn about Azure subscriptions, management groups, resource groups, Azure Resource Manager, Azure regions, and availability zones. Prepare for AZ-900.

Choose the correct data type in your C# code

34 Min 8 Unit

Learn the difference between many data types, how they work, what they do, and how to choose one over another.

Create a long-running serverless workflow with Durable Functions

46 Min 7 Unit

Learn how to orchestrate a long-running workflow as a set of activities using scalable and cost-effective Durable Functions.

Understand how Rust manages memory

31 Min 7 Unit

Discover the features that make Rust so unique: ownership and borrowing.

Explore and analyze data with Python

54 Min 4 Unit

Data exploration and analysis is at the core of data science. Data scientists require skills in languages like Python to explore, visualize, and manipulate data.

Work with user-defined functions

33 Min 5 Unit

Work with user-defined functions

Manage repository changes by using pull requests on GitHub

49 Min 5 Unit

Learn how to manage changes to your repository source by using pull requests.

Implement scale and high availability with Windows Server VM

58 Min 9 Unit

You'll learn how to implement scaling for virtual machine scale sets and load-balanced VMs. You'll also learn how to implement Azure Site Recovery.

Capture and view page load times in your Azure web app with Application Insights

45 Min 6 Unit

In this module, you'll configure Application Insights and use it to study page load data for an Azure web app.

Explore performance-based design

50 Min 7 Unit

Evaluate possible changes to indexes. Determine the impact of changes to queries and indexes. Explore relevant Dynamic Management Objects.

Deploy ASP.NET web apps with Azure Pipelines

65 Min 10 Unit

Azure Pipelines help automate building, deploying, and maintaining your applications. While they support a wide range of platforms and programming languages, in this module you’ll focus on using them to implement ASP.NET apps on Azure App Service Web Apps with Azure SQL Database as their data store.

Upload your project by using GitHub best practices

43 Min 5 Unit

Learn to upload your existing project to GitHub.

Query data in the lake using Azure Synapse serverless SQL pools

46 Min 8 Unit

Query data in the lake using Azure Synapse serverless SQL pools

Ingest Data into Azure Digital Twins

36 Min 9 Unit

Learn the different ways to ingest data into Azure Digital Twins.

Ensure stable operations and optimization across all supported workloads deployed to the cloud

67 Min 8 Unit

As workloads are deployed to the cloud, operations are critical to success.

Object detection on Edge devices with Live Video Analytics using YOLO model

27 Min 13 Unit

This module helps learner to deploy object detection solution using Live Video Analytics on IoT Edge.

Automate Java container deployments with Azure Pipelines

56 Min 6 Unit

Implement a CI/CD pipeline for Java containers.

Manage AD DS domain controllers and FSMO roles

54 Min 8 Unit

Manage AD DS domain controllers and FSMO roles

Build a web API with Node.js and Express

39 Min 9 Unit

Use Express for Node.js to build RESTful APIs. Create and configure middleware to add things like logging and authentication/authorization. Use JavaScript/TypeScript with Express to create a Node.js web server with Visual Studio Code.

Format alphanumeric data for presentation in C#

41 Min 8 Unit

Use C# to format strings with white space, special characters, padding, and alignment. Give context to numeric data like currency, percentages, and numbers with decimals.

Get started with TypeScript

36 Min 8 Unit

This module introduces you to the TypeScript language and shows you how to set up a TypeScript development environment.

Write automated tests

33 Min 8 Unit

Learn about the types of testing you can do with Rust.

Create metadata objects in Azure Synapse serverless SQL pools

38 Min 8 Unit

Create metadata objects in Azure Synapse serverless SQL pools

Learn inclusive marketing principles

38 Min 6 Unit

Learn how to embody diversity and inclusivity across marketing engines

Integrate Azure Arc and Azure Stack HCI

25 Min 5 Unit

Integrate Azure Arc and Azure Stack HCI

Implement Windows Server DNS

49 Min 7 Unit

Implement Windows Server DNS

Integrate data with Azure Data Factory or Azure Synapse Pipeline

62 Min 13 Unit

Integrate data with Azure Data Factory or Azure Synapse Pipeline

Branch code execution with the if...elif...else statement in Python

27 Min 7 Unit

Use the if statement Boolean expressions with comparison and logic operators to express decision logic.

Get started with Azure Quantum

24 Min 7 Unit

Learn how to get started with Azure Quantum and create an Azure Quantum workspace.

Use automated machine learning in Azure Machine Learning

45 Min 9 Unit

Use automated machine learning in Azure Machine Learning

Start the machine learning lifecycle with MLOps

30 Min 7 Unit

Learn enterprise AI management with our free open online course, including machine learning.

Explore Azure networking services

38 Min 7 Unit

Learn about the core networking resources that are available in Azure, such as Azure Virtual Network, Azure VPN Gateway, and Azure ExpressRoute. Prepare for AZ-900.

Explore Azure compute services

52 Min 9 Unit

Learn about the different services that are available in Azure compute Prepare for AZ-900.

Explore core data concepts

25 Min 6 Unit

Explore core data concepts

Prepare for successful cloud adoption with a well-defined strategy

62 Min 8 Unit

Success in cloud adoption depends on having a clear strategy that helps a team understand executive direction and regularly measure progress. This module will help you capture the cloud adoption strategy you need to drive your success.

Set up continuous data export from Azure IoT Central to a Power BI app

69 Min 8 Unit

This module covers continuous data export from IoT Central. You use the scenario from your previously completed "Create your first Azure IoT Central app" Learn module, where you controlled a refrigerated truck. Here, in this module, you add continuous data export to both Azure Blob storage and an event hub. You then build a Power BI app to read and display the telemetry data on a mobile phone.

Migrate SQL workloads to Azure SQL Databases

28 Min 6 Unit

Migrate SQL workloads to Azure SQL Databases

Introduction to disability and accessibility

31 Min 5 Unit

This module presents the core ideas and definitions needed to understand accessibility concepts. You will learn what accessibility means, how to be respectful and inclusive of people of all abilities, and why it's important for technology and materials to be accessible to everyone.

Get started with the Windows Subsystem for Linux

102 Min 8 Unit

Learn how to enable WSL, install your favorite Linux distribution, set up an integrated dev environment with Visual Studio Code, and more.

Introduction to securing data at rest on Azure

30 Min 6 Unit

Identify the data in your organization and store it on Azure. Store secrets securely, and use client-side encryption and Storage Service Encryption to help protect your data.

Design a geographically distributed application

34 Min 6 Unit

Build an application that spans multiple geographic locations for high availability and resiliency.

Introduction to the Microsoft Azure Well-Architected Framework

64 Min 8 Unit

Learn how using key principles throughout your cloud architecture can help you design and build a solid architectural foundation that you can continuously improve.

Enhance the user interface of your Windows 10 app

35 Min 4 Unit

Learn how to add navigation and media to the UI of your Windows 10 app to enhance the user experience.

JavaScript arrays and loops

18 Min 7 Unit

Learn how to manipulate and store data within JavaScript.

Introduction to Azure Data Explorer

29 Min 6 Unit

Evaluate whether Azure Data Explorer is appropriate to process and analyze your big data.

Intro to data classification and protection

51 Min 8 Unit

Learners should know and be able to describe data classification and data protection key concepts.

Understand the evolving world of data

28 Min 6 Unit

Discover how data systems and roles are evolving and explore the differences between on-premises and cloud data solutions using sample business cases.

Train and evaluate classification models

59 Min 4 Unit

Train and evaluate classification models

Create, customize and manage an HPC cluster in Azure with Azure CycleCloud

78 Min 7 Unit

This module explains how to use Azure CycleCloud for high-performance computing. It explains how to install and configure Azure CycleCloud to work with your Azure subscription as well as how to integrate a third-party scheduler. Finally, it covers how to create and deploy a basic HPC cluster on Azure.

React state and events

24 Min 10 Unit

Work with state and events in React.

Run SQL Server 2019 on Linux containers

44 Min 8 Unit

In this module, you will learn how to use Docker containers on Linux operating systems to host SQL Server installations.

Monitor, diagnose, and troubleshoot your Azure storage

41 Min 7 Unit

Monitor, diagnose, and troubleshoot your Azure storage

Introduction to implementing lambda architecture for IoT solutions

28 Min 6 Unit

An overview of the concepts and resources behind storage technologies used in IoT applications on Azure. After completing the module, you can determine when to use Blob storage, Data Lake storage, Azure Cosmos DB, and Time Series Insights.

Align requirements with cloud types and service models in Azure

35 Min 8 Unit

Discover Azure's three approaches to deploying cloud resources -- public, private, and hybrid -- and learn the difference each makes in your Azure services.

Communicate effectively on GitHub by using Markdown

62 Min 5 Unit

Learn to use Markdown to communicate with brevity, clarity, and expression.

Explore concepts of data analytics

15 Min 6 Unit

Explore concepts of data analytics

Run algorithms on quantum hardware by using Azure Quantum

25 Min 8 Unit

Get started with quantum computing on Azure Quantum and learn how to create and run Q# quantum programs on quantum computers in the cloud.

Write internet-connected Windows apps

65 Min 3 Unit

Learn how to build apps with Azure Cognitive Services that can find images based on text descriptions and write an app that connects to a NASA image service.

Protect your on-premises infrastructure from disasters with Azure Site Recovery

33 Min 6 Unit

Provide disaster recovery for your on-premises infrastructure by managing and orchestrating replication, failover, and failback of VMware virtual machines, Hyper-V virtual machines, and physical servers with Azure Site Recovery.

Create your first route finding app with Azure Maps

45 Min 6 Unit

Learn about writing code to interact with Azure Maps. Develop and test a fun app using JavaScript and Visual Studio Code to find the best route for a truck, car, or bicycle. The route is from the west coast of the USA, to the east coast. You will see how routes change based on vehicle. And, for trucks, how routes vary if the contents are hazardous. You will get the chance to add in your own locations.

Recognize entities in text with the text analytics API

18 Min 6 Unit

Identify and categorize entities in your text as people, places, organizations, date/time, quantities, percentages, currencies, and more.

Sort and filter results in T-SQL

57 Min 9 Unit

Sort and filter results in T-SQL

Enable reliable messaging for Big Data applications using Azure Event Hubs

56 Min 8 Unit

Learn to use Azure Event Hubs to reliably process high-volume data streams to enable you to code applications to send and receive messages through the hub.

Data collection and manipulation

33 Min 8 Unit

Learn about the steps to import data into Python and clean the data for use in creating machine learning models.

Introduction to open source database migration to Azure Cosmos DB

40 Min 8 Unit

Introduction to open source database migration to Azure Cosmos DB

Manage Azure Stack HCI clusters

61 Min 10 Unit

Manage Azure Stack HCI clusters

Introduction to Cluster Shared Volumes

45 Min 6 Unit

Introduction to Cluster Shared Volumes

Choose the best Azure IoT service for your application

25 Min 8 Unit

Examine Azure IoT services, and choose the right service for your scenario. Prepare for AZ-900.

Create a classification model with Azure Machine Learning designer

60 Min 10 Unit

Create a classification model with Azure Machine Learning designer

Organize code using TypeScript namespaces

46 Min 8 Unit

Learn how to use TypeScript namespaces' to organize code.

Plan for cloud workload protections using Azure Defender

51 Min 7 Unit

Plan for cloud workload protections using Azure Defender

Deploy Windows Server

45 Min 9 Unit

Deploy Windows Server

Secure an ASP.NET Core web app with the Identity framework

68 Min 8 Unit

Add authentication and authorization to an ASP.NET Core web app using the Identity framework.

Use entity behavior analytics in Azure Sentinel

27 Min 6 Unit

Use entity behavior analytics in Azure Sentinel

Assess your existing software development process

16 Min 5 Unit

Find out how to assess efficiency with a value stream map to help you examine your existing release processes and technologies.

Build your first Bicep template

47 Min 10 Unit

Learn how to create Bicep templates and create reusable infrastructure as code.

Describe security management capabilities of Azure

25 Min 9 Unit

Describe security management capabilities of Azure

Explore non-relational data offerings in Azure

41 Min 7 Unit

Explore non-relational data offerings in Azure

Upload data to Azure Data Lake Storage

50 Min 5 Unit

Learn about creating an Azure Data Lake Storage account and uploading data to Data Lake Storage Gen 2 through the Azure Storage Explorer.

Create and manage sensitive information types

41 Min 8 Unit

Create and manage sensitive information types

Enhance your service availability and data locality by using Azure Traffic Manager

29 Min 6 Unit

Discover how Azure Traffic Manager provides DNS load balancing for your application to improve the performance and availability of your application.

Manage non-relational data stores in Azure

46 Min 7 Unit

Manage non-relational data stores in Azure

Publish a web app to Azure with Visual Studio

48 Min 8 Unit

Learn how to use Azure App Service to create a new ASP.NET-based web app, then publish and update directly from Visual Studio.

Learn the basics of web accessibility

15 Min 7 Unit

This module covers various concepts on the topic of accessibility.

Connect to virtual machines through the Azure portal by using Azure Bastion

40 Min 8 Unit

Learn how to deploy Azure Bastion to securely connect to Azure virtual machines directly within the Azure portal.

Choose a compute provisioning solution for your application

50 Min 6 Unit

Discover the services and tools available to automate the deployment and configuration of your Azure infrastructure.

Build and run a web application with the MEAN stack on an Azure Linux virtual machine

42 Min 7 Unit

Learn how to decide if the MEAN stack (MongoDB, Express.js, AngularJS, and Node.js) is a good choice for you and set up a MEAN-based web application on a new Azure Linux virtual machine.

Introduction to mixed reality

41 Min 10 Unit

Mixed reality is transforming the nature of on-the-job training, game development, and consumer application development. Build a foundation in the core concepts, terminology, and design processes that are unique to the development space for augmented reality, virtual reality, and mixed reality. Get familiar with HoloLens, Windows Mixed Reality immersive headsets, bodystorming prototypes, and the most common use cases for mixed-reality content.

Introduction to Azure Virtual WAN

40 Min 6 Unit

Consider constructing a wide area network (WAN) using software-defined Azure Virtual WAN networking services.

Use generic views in Django

32 Min 9 Unit

Learn how to use generic views in Django.

Separate your UI and code with Xamarin.Forms data binding

51 Min 8 Unit

Explore ways to keep your UI properties synchronized when data changes by using Xamarin.Forms, while also improving code readability and reducing maintenance.

Call methods from the .NET Class Library using C#

32 Min 8 Unit

Use functionality in the .NET Class Library by calling methods that return values, accept input parameters, and more.

Foundations of cloud computing for administrators

125 Min 12 Unit

Cloud Admin course from Dr. Majd Sakr at Carnegie Mellon University. Learn about the cloud, including the history, building blocks, and types on your way to becoming a Cloud Administrator.

Analyze receipts with the Form Recognizer service

24 Min 5 Unit

Analyze receipts with the Form Recognizer service

Explore the services and identity types of Azure AD

21 Min 8 Unit

Explore the services and identity types of Azure AD

Design an MVVM viewmodel for Xamarin.Forms

36 Min 6 Unit

Discover how to improve your code testability through business logic and user interface code by using the MVVM design pattern.

Describe basic security capabilities in Azure

21 Min 9 Unit

Describe basic security capabilities in Azure

Disaster recovery and backup

61 Min 6 Unit

Cloud Admin course from Dr. Majd Sakr at Carnegie Mellon University. What do you do when something goes wrong with your resources on the cloud? How do you prepare for such an issue? Learn about disaster backup and recovery with this module.

Learn about space rocks and how to classify them

19 Min 8 Unit

Learn about space rocks, where they're found, and why they're valuable for scientific research.

Define the foundation pillars of DevOps: Architecture and Technology

16 Min 5 Unit

There are three things required to make DevOps happen: the cultural component, tools and technology, and architecture. Discover the last two foundation pillars of DevOps, Architecture and Technology!

Process streaming data with Azure Databricks structured streaming

46 Min 7 Unit

Process streaming data with Azure Databricks structured streaming

Explore Azure Synapse serverless SQL pools capabilities

23 Min 6 Unit

Explore Azure Synapse serverless SQL pools capabilities

Introduction to blockchain on Azure

34 Min 7 Unit

Introduction to blockchain on Azure. See how blockchain allows business partners to trust each other's data without a central authority. You'll also learn a bit about how blockchain works. The goal is to help you decide if blockchain is a good choice for your scenario.

Combine multiple tables with JOINs in T-SQL

62 Min 9 Unit

Combine multiple tables with JOINs in T-SQL

Design a holistic monitoring strategy on Azure

57 Min 8 Unit

Use monitoring services on Azure to bring operational excellence to your applications and infrastructure.

Migrate on-premises workloads to Azure

31 Min 6 Unit

Migrate on-premises workloads to Azure

Create your first Python program

26 Min 8 Unit

Get started with Python by writing code to interact with end users.

Introduction to Bash

57 Min 9 Unit

Learn how to use Bash to manage IT infrastructure.

Manage and control traffic flow in your Azure deployment with routes

50 Min 7 Unit

Learn how to control Azure virtual network traffic by implementing custom routes.

Implement hybrid network infrastructure

69 Min 9 Unit

You'll learn to connect your on-premises environment to Azure, implement subnets and routing between your on-premises and cloud environments, and ensure that workloads in the cloud and on-premises perform DNS resolution to locate each other.

Expose multiple Azure Function apps as a consistent API by using Azure API Management

41 Min 6 Unit

In this module, you will learn how to assemble multiple Azure Functions into a single API using Azure API Management.

Configure 3D assets for mixed reality in Unity

41 Min 8 Unit

Get step-by-step instructions on how to place Prefab 3D assets and models into a Unity scene. Learn about Unity Scriptable Objects and mixed reality design considerations before deploying to a HoloLens 2.

Introduction to GitHub's Products

19 Min 5 Unit

Overview GitHub's products, associated features, and licensing of per-use and metered features.

Run quality tests in your build pipeline by using Azure Pipelines

82 Min 9 Unit

Find out about automated testing that proves your code to be maintainable, understandable, and functioning without repetitive manual testing.

Handle transient errors in your app

59 Min 10 Unit

Detect, handle, and recover from errors when working with cloud-based services to make your apps more resilient and improve user experience.

Configure database authentication and authorization

64 Min 10 Unit

Configure database authentication and authorization

Manage IoT Central applications with the REST API

45 Min 10 Unit

In this module, you'll learn how to manage an IoT Central application programmatically using the REST API

Introduction to Form Recognizer

31 Min 7 Unit

Form Recognizer provides your software with automated data identification and extraction from your documents. Using an SDK or REST, the AI-powered service decreases, or can completely eliminate, time spent on and errors in data entry, while also making it easier to utilize your data.

Identify anomalies by routing data via IoT Hub to a built-in ML model in Azure Stream Analytics

66 Min 9 Unit

Learn about Azure IoT Hub message routing, and Stream Analytics anomaly detection. Start by creating an app that simulates issues with conveyor belt vibration. Then, use the Azure portal to route all the data for archiving in blob storage. Finish by routing the vibration data to anomaly detection, using a built-in ML model.

Learn how to manage IoT devices as an IT admin

44 Min 5 Unit

This module is an introduction to the Internet of Things for IT admins.

Introduction to Azure Data Lake Storage

34 Min 6 Unit

Evaluate whether Azure Data Lake Storage is appropriate for capturing your organization's structured and unstructured data.

Define an AI strategy to create business value in manufacturing

41 Min 7 Unit

Explore the strategic components, special factors, and use cases of an AI strategy in manufacturing that creates business value, with INSEAD and Microsoft.

Manage advanced features of AD DS

50 Min 7 Unit

Manage advanced features of AD DS

Manage Azure updates

40 Min 8 Unit

You'll be able to enable Azure Update Management, deploy updates, review an update assessment, and manage updates for your Azure VMs.

Configure and manage automation using Microsoft Defender for Endpoint

34 Min 7 Unit

Configure and manage automation using Microsoft Defender for Endpoint

Examine privacy, compliance, and data protection standards on Azure

27 Min 9 Unit

Learn about Microsoft's commitment to privacy, how Azure adheres to common regulatory and compliance standards, and additional considerations government agencies need to make. Prepare for AZ-900.

Secure your apps by using the sidecar configuration in Azure Container Instances

62 Min 8 Unit

Roll out Azure Container Instances into an Azure Virtual Network. You will evolve a basic container group into a more sophisticated configuration leveraging sidecar and initialization containers, as well as use private link to access other Azure PaaS resources.

Stage a web app deployment for testing and rollback by using App Service deployment slots

44 Min 6 Unit

Discover the benefits of creating deployment slots to streamline deployment and roll back a web app in Azure App Service.

Explore provisioning and deploying non-relational data services in Azure

57 Min 9 Unit

Explore provisioning and deploying non-relational data services in Azure

Simplify cloud procurement and governance with Azure Marketplace

31 Min 6 Unit

Overview of using Azure Marketplace for cloud procurement and governance for customers

Introduction to Azure IoT Edge

29 Min 6 Unit

University of Oxford

Create a threat model using data-flow diagram elements

42 Min 8 Unit

Data-flow diagrams are graphical representations of your system and should specify each element, their interactions and context.

Manage Agile software delivery plans across teams

33 Min 7 Unit

Learn to optimize delivery efficiency by improving work plan visibility across teams.

Introduction to GitHub

72 Min 5 Unit

Learn to use key GitHub features, including issues, notifications, branches, commits, and pull requests.

Build a command-line to-do list program

48 Min 12 Unit

Create a Rust command-line program to manage to-do list items.

Introduction to Kubernetes

53 Min 7 Unit

Get acquainted with the Kubernetes open-source container-orchestration system for automating application deployment, scaling, and management.

Troubleshoot tightly coupled HPC applications on HBv2, HC, and HB series virtual machines

28 Min 6 Unit

Troubleshoot tightly coupled HPC applications that are having runtime failures or are underperforming.

Introduction to Git

71 Min 10 Unit

Use Git to track changes and collaborate with other developers.

Manage data retention in Microsoft 365 workloads

52 Min 10 Unit

Manage data retention in Microsoft 365 workloads

Describe insider risk capabilities in Microsoft 365

34 Min 8 Unit

Describe insider risk capabilities in Microsoft 365

Accelerate high-performance computing storage by using Azure HPC Cache

22 Min 7 Unit

Accelerate NFS storage for HPC workloads by using Azure HPC Cache.

Deploy Azure infrastructure by using JSON ARM templates

43 Min 7 Unit

Write JSON Azure Resource Manager templates by using Visual Studio Code to deploy your infrastructure to Azure consistently and reliably.

Create an Azure Cognitive Search solution

63 Min 10 Unit

Create an Azure Cognitive Search solution

Create and publish custom GitHub actions

26 Min 6 Unit

Learn how to create and publish custom GitHub actions.

Implement resiliency in a cloud-native ASP.NET Core microservice

60 Min 8 Unit

This module guides you through implementing resiliency in an ASP.NET Core microservices app in Azure Kubernetes Service.

Introduction to MLOps for IoT Edge

36 Min 6 Unit

University of Oxford

Microsoft Cloud Adoption Framework for Azure

50 Min 9 Unit

Learn how to use the Cloud Adoption Framework to develop best practices for cloud adoption in real-world scenarios.

Create an app to run parallel compute jobs in Azure Batch

73 Min 11 Unit

Learn to use the Azure Batch platform to write a .NET Core console app that performs parallel, large-scale, high-performance video transcoding.

Create an Azure Cosmos DB database built to scale

35 Min 7 Unit

Learn how to create an Azure Cosmos DB account, database, and container built to scale as your application grows.

Choose the best service level of Azure NetApp Files for your HPC applications

15 Min 5 Unit

Choose the best service level of Azure NetApp Files based on your throughput requirements and including cost considerations.

Connect Windows hosts to Azure Sentinel

20 Min 5 Unit

Connect Windows hosts to Azure Sentinel

Integrate SQL and Apache Spark pools in Azure Synapse Analytics

33 Min 11 Unit

Integrate SQL and Apache Spark pools in Azure Synapse Analytics

Automate IoT devices management with Azure IoT Hub

53 Min 9 Unit

Automate IoT devices management with Azure IoT Hub

See Azure in action

30 Min 5 Unit

The demos in this module provide an opportunity to see Azure in action.

Void detection on Edge devices with Live Video Analytics using own images and video

53 Min 11 Unit

This module helps learner to deploy void detection solution using Live Video Analytics and Custom Vision

Use AI to recognize objects in images by using the Custom Vision service

32 Min 9 Unit

Use the Custom Vision service to analyze images of animals, like Bungee, without ever writing code.

Use a framework to identify threats and find ways to reduce or eliminate risk

57 Min 9 Unit

Threat modeling helps you generate a list of potential threats using STRIDE and find ways to reduce or eliminate risk with corresponding security controls.

Consume REST web services in Xamarin apps

61 Min 6 Unit

Learn to use Xamarin.Forms to detect internet connection for top performance when using HttpClient to consume a REST web service and perform CRUD operations.

Execute existing SSIS packages in Azure Data Factory or Azure Synapse Pipeline

24 Min 8 Unit

Execute existing SSIS packages in Azure Data Factory or Azure Synapse Pipeline

Communicate between applications with Azure Queue storage

56 Min 9 Unit

Find out to use Azure Queue storage to handle high demand and improve resilience in your distributed applications.

Build and query a Delta Lake

43 Min 7 Unit

Build and query a Delta Lake

Maintain a secure repository by using GitHub best practices

69 Min 5 Unit

Learn best practices for building, hosting, and maintaining a secure repository on GitHub.

Build an Azure Digital Twins graph for a chocolate factory production line

86 Min 11 Unit

This module covers the first steps in building an Azure Digital Twins solution. The units cover making an instance of Azure Digital Twins, and learning about, creating, and visualizing, DTDL models. You will create, validate, graph, and query, models for a chocolate factory production line.

Microsoft Azure Well-Architected Framework - Operational excellence

54 Min 6 Unit

Learn how to design an Azure architecture that uses modern practices and gives you full visibility into what's happening in your environment.

Introduction to upgrading SQL Server

38 Min 9 Unit

Introduction to Upgrading SQL Server

Write your first C# code

17 Min 7 Unit

Get started by writing tiny code examples to learn the basics of the C# syntax!

Automate GitHub by using GitHub Script

25 Min 5 Unit

Learn to interact with the GitHub API from GitHub Actions by using GitHub Script.

Prioritize your issues and apply security controls

14 Min 5 Unit

Threat modeling provides you with a list of threats and ways to reduce or eliminate risk, but it doesn't prioritize them for you. Also, there are no layered security control recommendations based on their type and function.

Define an AI strategy to create business value

70 Min 9 Unit

Explore the strategic components, use cases, and special factors of an enterprise AI strategy that creates real business value, with INSEAD and Microsoft.

Get started with Rust

41 Min 9 Unit

Learn how to get started with Rust - set up the environment, write a program, and use the Cargo build system.

Implement compliance controls for sensitive data

35 Min 7 Unit

Implement compliance controls for sensitive data

Describe Microsoft security and compliance principles

10 Min 6 Unit

Describe Microsoft security and compliance principles

Explore the key concepts of quantum computing by using Q#

58 Min 10 Unit

Learn the fundamental concepts of quantum computing by using tools in Q# and the Quantum Development Kit.

Discuss practices for responsible AI at Microsoft

77 Min 9 Unit

Discover how to translate your organization’s ethical principles into actionable guidance and tools for engineering teams and how AI can improve lives worldwide

Distribute your services across Azure virtual networks and integrate them by using virtual network peering

42 Min 6 Unit

Use virtual network peering to enable communication across virtual networks in a way that's secure and minimally complex.

Query, visualize, and monitor data in Azure Sentinel

48 Min 8 Unit

Describe how to query, visualize, and monitor data in Azure Sentinel.

Deploy and manage a stateful application by using Azure Cosmos DB and Azure Kubernetes Service

24 Min 4 Unit

Create and manage a stateful application with an external storage by using Azure Cosmos DB and Azure Kubernetes Service

Improve session scalability in a .NET Framework ASP.NET web application by using Azure Cache for Redis

29 Min 5 Unit

Learn how to use Azure Cache for Redis to store session data and improve the scalability of web applications.

Evaluate performance improvements

45 Min 8 Unit

Evaluate performance improvements

Use the SQL Server Query Tuning Assistant

31 Min 6 Unit

Use the SQL Server Query Tuning Assistant

Manage and monitor data warehouse activities in Azure Synapse Analytics

47 Min 8 Unit

Manage and monitor data warehouse activities in Azure Synapse Analytics

Improve your reliability with modern operations practices: Monitoring

43 Min 9 Unit

Learn how to use monitoring to help you sustainably achieve the appropriate level of reliability in your systems, services, and products.

Plan a Moon mission by using Python pandas

48 Min 11 Unit

Like Fei Fei, use data to plan your own mission to the Moon. Ensure that your rocket can not only get you there, but also bring you and all your Moon rocks safely back to Earth.

Train and evaluate deep learning models

134 Min 9 Unit

Train and evaluate deep learning models

Store and iterate through sequences of data using Arrays and the foreach statement in C#

39 Min 7 Unit

Work with sequences of related data in data structures known as arrays. Then, learn to iterate through each item in the sequence.

Perform Windows Server secure administration

35 Min 7 Unit

Perform Windows Server secure administration

Develop Java web app on Azure using IntelliJ

52 Min 8 Unit

In this module, you will learn how to use Azure to host your Java web apps, built by using IntelliJ IDEA.

Work with data streams by using Azure Stream Analytics

28 Min 6 Unit

Explore how Azure Stream Analytics integrates with your applications or Internet of Things devices to gain insights with real-time streaming data.

Describe high availability and disaster recovery strategies

59 Min 9 Unit

Plan appropriate HA/DR strategy based on RTO and RPO. Choose best solution for IaaS or PaaS deployments or hybrid workloads.

Virtualize computing power

33 Min 6 Unit

Carnegie Mellon University's Cloud Developer course. Learn about how computing power is virtualized using virtual CPUs. Covers different types of CPU virtualization.

Implement AI in your organization

56 Min 9 Unit

Learn enterprise AI management with our free open online course, including scaling AI.

Analyze your Azure infrastructure by using Azure Monitor logs

36 Min 5 Unit

Use Azure Monitor logs to extract valuable information about your infrastructure from log data.

Use Azure Lighthouse with your managed service business

191 Min 13 Unit

Learn about and adopt Azure Lighthouse for your managed service business to manage your customers at scale.

Improve the performance of an API by adding a caching policy in Azure API Management

47 Min 6 Unit

Learn how to use Azure API Management to change an API without rewriting code to enable you to apply a caching policy to a GET operation for quicker response.

Introduce the foundation pillars of DevOps: Culture and Lean Product

25 Min 6 Unit

DevOps is the union of people, process, and products to enable continuous delivery of value to our end users. Discover the first two foundation pillars of DevOps: Culture and Lean Product.

Implement Group Policy Objects

55 Min 9 Unit

Implement Group Policy Objects

Work with Compute in Azure Machine Learning

45 Min 8 Unit

Work with Compute in Azure Machine Learning

Detect and mitigate unfairness in models with Azure Machine Learning

45 Min 7 Unit

Detect and mitigate unfairness in models with Azure Machine Learning

Organize Azure storage blobs with properties and metadata

42 Min 7 Unit

Find out about Azure storage blob properties and metadata, how to organize blob data, and create an app with ASP.NET to retrieve metadata.

Introduction to PowerShell

30 Min 7 Unit

This module introduces PowerShell, a cross-platform command-line shell and scripting language built for task automation and configuration management.

Manage an InnerSource program by using GitHub

50 Min 5 Unit

Learn to manage a successful InnerSource program on GitHub through effective discoverability, guidance, and maintenance.

Secure your Azure Storage account

45 Min 8 Unit

Learn how Azure Storage provides multilayered security to protect your data with access keys, secure networks, and Advanced Threat Protection monitoring.

Getting started with Vue CLI and single-file components in Vue.js.

48 Min 11 Unit

Learn to create components with Vue CLI.

Describe Azure Databricks best practices

38 Min 8 Unit

Describe Azure Databricks best practices

Perform model selection with hyperparameter tuning

33 Min 5 Unit

Perform model selection with hyperparameter tuning

Introduction to Computer Vision with PyTorch

52 Min 8 Unit

Learn how to perform different computer vision tasks using PyTorch.

Deliver consistent performance with Azure SQL

84 Min 10 Unit

Deliver consistent performance with Azure SQL

Create a web UI with ASP.NET Core

59 Min 10 Unit

In this module, you'll learn how to create web pages using Razor with ASP.NET Core.

Explore the authentication capabilities of Azure AD

25 Min 8 Unit

Explore the authentication capabilities of Azure AD

Control and organize Azure resources with Azure Resource Manager

46 Min 8 Unit

Use Azure Resource Manager to organize resources, enforce standards, and protect critical assets from deletion.

Manage access to an Azure subscription by using Azure role-based access control (Azure RBAC)

21 Min 5 Unit

Learn how to assign management access to a subscription by using Azure role-based access control.

Introduction to open-source database migration on Azure

50 Min 6 Unit

Introduction to open-source database migration on Azure

Accelerate your migration journey to Azure

66 Min 8 Unit

There are many reasons for moving to Azure, and a proven, methodical approach can help you navigate that journey successfully. Microsoft provides guidance, tools, and programs you can use to ensure success.

Improve your reliability with modern operations practices: Deployment

18 Min 6 Unit

Learn about deployment practices that can help you sustainably achieve the appropriate level of reliability in your systems, services, and products.

Design a hybrid network architecture on Azure

47 Min 6 Unit

You have a traditional on-premises infrastructure that you need to connect to resources in Azure. In this module, you learn how to select a connectivity method for your use cases that balances functionality, cost, and security.

Add principles of inclusive design to your Windows app

75 Min 6 Unit

Learn how to incorporate principles of inclusive design to make your Windows app into an experience that supports a wide variety of users.

Create a Content Delivery Network for your Website with Azure CDN and Blob Services

63 Min 8 Unit

This module looks at how to create and utilize a Content Delivery Network (CDN) within Azure to host commonly used assets, such as images in a website. The module covers Azure CDN rather than third-party integrations, and deals with using Blob Storage as an underlying storage model for stable or non-volatile data.

Create a Linux virtual machine in Azure

86 Min 9 Unit

This module guides you through options for virtual machines in Azure, creating and connecting a Linux virtual machine, and configuring your network settings.

Test and optimize SQL Server databases using the Database Experimentation Assistant (DEA)

42 Min 9 Unit

Test and optimize SQL Server databases using the Database Experimentation Assistant (DEA)

Create a mobile app with Xamarin.Forms

59 Min 6 Unit

Use Visual Studio with Xamarin.Forms to create a mobile app that runs on Android and iOS, with no previous experience necessary.

Microsoft Accessibility Features and Tools

39 Min 5 Unit

This module highlights how to find and use key accessibility features and tools built into Microsoft products such as Windows 10, Microsoft PowerPoint, and Microsoft Translator.

Publish an API to Azure Static Web Apps

27 Min 8 Unit

Publish an Angular, React, Svelte, or Vue JavaScript app and API with Azure Static Web Apps and Azure Functions. Deploy your code from GitHub to a staging site using preview URLs.

Intro to data protection and privacy regulations

49 Min 8 Unit

Learn and understand the key terms and concepts of data protection, privacy regulation, and data processing. Describe, at a high level, the key Azure technologies that pertain to data protection and compliance.

Upload, download, and manage data with Azure Storage Explorer

37 Min 6 Unit

Azure Storage Explorer allows you to quickly view all the storage services under your account. You can browse through, read, and edit data stored in those services through a user-friendly graphical interface.

Introduction to Azure IoT Hub

28 Min 6 Unit

University of Oxford

Back up and restore your Azure SQL database

41 Min 8 Unit

Protect the data in your Azure SQL database and recover from data loss or corruption with backup and restore.

Connect syslog data sources to Azure Sentinel

28 Min 7 Unit

Connect syslog data sources to Azure Sentinel

Introduction to Azure Stack

47 Min 7 Unit

This module introduces you to the Azure Stack portfolio and describes basic architecture, core capabilities, and primary use cases of its products. You'll also learn about differences and similarities between Azure Stack HCI, Azure Stack Hub, Azure Stack Edge, and Azure.

Connect Microsoft 365 Defender to Azure Sentinel

28 Min 7 Unit

Connect Microsoft 365 Defender to Azure Sentinel

Create modular code by using functions in JavaScript

25 Min 9 Unit

Functions are the building blocks for any application you'll create. With functions, you can create named, reusable sections of code to help make it more readable and maintainable. This module explores the core concepts of functions.

Develop Java serverless Functions on Azure using Maven

44 Min 10 Unit

Use the Maven Plugin for Azure Functions to create a cloud-based function that is triggered when certain values are passed in the HTTP request, and outputs a log entry to track the activity.

Design an IP addressing schema for your Azure deployment

37 Min 6 Unit

In this module, you will learn how to plan and implement an IP addressing scheme for virtual networks and virtual machines in Azure.

Introduction to Azure HDInsight

33 Min 6 Unit

Evaluate whether Azure HDInsight can help your organization process big data. Describe how Azure HDInsight uses popular open-source frameworks that support many scenarios including extract, transform, data-warehousing, and others.

Create a knowledge store with Azure Cognitive Search

46 Min 6 Unit

Create a knowledge store with Azure Cognitive Search

Examine the Microsoft approach to artificial intelligence

54 Min 9 Unit

Learn how Microsoft creates products, services, and solutions to help organizations leverage AI. Understand how these technologies relate to business problems.

Iterate through a code block using for statement in C#

24 Min 6 Unit

Use the `for` iteration statement to loop a pre-set number of times and control the iteration process.

Microsoft Azure IoT strategy and solutions

23 Min 6 Unit

This module provides an overview of Azure IoT, and describes Microsoft tools, services, and infrastructure. This knowledge can help bring IoT to life for your organization and customers.

Run parallel tasks in Azure Batch with the Azure CLI

45 Min 9 Unit

Find out about the Azure Batch capabilities designed to help you efficiently run large-scale parallel and high-performance computing applications in the cloud.

Predict basketball player efficiency ratings by using machine learning and Visual Studio Code

61 Min 12 Unit

Use data from basketball players in the film *Space Jam: A New Legacy* to create a machine learning model to cleanse data and explore bimodal data distributions.

Deploy message encryption in Office 365

32 Min 6 Unit

Deploy message encryption in Office 365

Solve a job shop scheduling optimization problem by using Azure Quantum

50 Min 12 Unit

Learn how to use Azure Quantum's optimization service to solve a job shop scheduling problem.

Automate the installation and configuration of software in your Virtual Machines

39 Min 7 Unit

Learn how to automate the installation and configuration of software in your Azure Virtual Machines.

Secure Cognitive Services

37 Min 6 Unit

Learn how to secure Cognitive Services to prevent data loss and privacy violations for user data that may be a part of the solution.

Describe the compliance management capabilities in Microsoft

30 Min 9 Unit

Describe the compliance management capabilities in Microsoft

Deploy a Spring Boot app to Azure

30 Min 7 Unit

Create a Spring Boot application, connect it to a MySQL database, and then deploy to Azure App Service.

Create and publish a static web app with Gatsby and Azure Static Web Apps

31 Min 9 Unit

Use Gatsby and React to develop a static web app, then deploy it to the web with Azure Static Web Apps.

Optimize your web applications by caching read-only data with Redis

55 Min 7 Unit

Use Redis caching in Azure to reduce the load on databases. Apply different caching architectures to support larger loads in distributed and high-volume environments.

Perform basic operations on numbers in C#

23 Min 8 Unit

Learn the operators and techniques used to perform basic math operations on numeric data.

Describe performance-related maintenance tasks in SQL Server

33 Min 7 Unit

Describe performance-related maintenance tasks in SQL Server

Describe the identity protection and governance capabilities of Azure AD

27 Min 7 Unit

Describe the identity protection and governance capabilities of Azure AD

Monitor cloud resources

40 Min 6 Unit

Cloud Admin course from Dr. Majd Sakr at Carnegie Mellon University. Monitoring how your cloud resources are performing is crucial to building reliable cloud applications. This module covers what monitoring is, why you need to do it, and how you can about monitoring your resources.

Build a Java app with cloud-scale NoSQL Cosmos DB

38 Min 6 Unit

Learn how to create a Java application to store and query data in Azure Cosmos DB

Configure DLP policies for Microsoft Cloud App Security and Power Platform

29 Min 7 Unit

Configure DLP policies for Microsoft Cloud App Security and Power Platform

Enable secure external collaboration for your applications with Azure AD B2B

34 Min 5 Unit

Azure AD B2B collaboration lets you securely share your company's applications and services with guest users from any other organization, while maintaining control over your own corporate data.

Prepare to publish your Xamarin app

26 Min 7 Unit

In this module, you'll learn how to complete your Xamarin application code and then how to publish your work.

Prepare your development environment for Azure development

28 Min 4 Unit

Learn how to choose and install the appropriate IDE for your requirements to help you build, deploy, monitor, and scale cloud-hosted solutions.

Explore cross-platform design patterns for Xamarin apps

73 Min 12 Unit

Find out how to create a .NET Standard library to share code between iOS and Android projects in Xamarin.Forms enabling execution from a shared code base.

Introduction to data platform modernization

27 Min 6 Unit

Introduction to data platform modernization

Use Git version-control tools in Visual Studio Code

22 Min 7 Unit

Utilize the tight integration of Visual Studio Code with the Git source-control management system.

Administer and manage Windows Server IaaS Virtual Machine remotely

44 Min 7 Unit

You’ll be able to select and use suitable tools and techniques to remotely manage Windows IaaS VMs, and restrict administrative connections to those VMs.

Define an AI strategy to create value in government

47 Min 7 Unit

Explore the strategic components, special factors, and use cases of an AI strategy in Government that creates value, with INSEAD and Microsoft.

Work with the Django admin site

38 Min 8 Unit

Learn how to set up the built-in Django admin site and configure users for the site.

Leverage GitHub Actions to publish to GitHub Packages

41 Min 8 Unit

Publish automatically and securely your code libraries or Docker images with GitHub Packages.

Understand Conditional Access policies using Microsoft Endpoint Manager

21 Min 8 Unit

In this module, you'll learn about policy and security management using Microsoft Endpoint Manager.

Create an Azure Batch account by using the Azure portal

38 Min 8 Unit

Azure Batch is a service that enables you to run large-scale parallel and high-performance computing (HPC) applications efficiently in the cloud. There's no need to manage or configure infrastructure. Just schedule the job, allocate the resources you need, and let Batch take care of the rest.

Introduction to Azure Sphere for industrial IoT connectivity

35 Min 6 Unit

This module introduces Azure Sphere connectivity methods

Application and package management using Helm

58 Min 8 Unit

Helm is an application package manager for Kubernetes that you use to standardize and simplify the deployment of cloud-native applications on Kubernetes. Here you'll see how to install third-party packages called Helm charts and how to create and install Helm charts for the workloads your teams develop.

Create and deploy Logic Apps using Azure Resource Manager templates

45 Min 6 Unit

Define a Logic Apps workflow declaratively as a Resource Manager template and deploy the app using the Azure Command Line Interface (CLI).

Introduction to Azure Data Lake storage

30 Min 7 Unit

Discover how Data Lake Storage provides a repository where you can upload and store unstructured data bringing new efficiencies to processing big data analytics.

Protect your identities with Azure AD Identity Protection

34 Min 5 Unit

Use the advanced detection and remediation of identity-based threats to protect your Azure Active Directory identities and applications from compromise.

Upgrade and migrate Windows Server IaaS virtual machines

53 Min 7 Unit

Learn to migrate a workload running in Windows Server to an infrastructure as a service (IaaS) virtual machine (VM) and to Windows Server 2019 by using Windows Server migration tools or the Storage Migration Service.

Connect an IoT Edge device to your IoT Central application

43 Min 8 Unit

In this module, you'll learn how to connect an IoT Edge device to your IoT Central application

Develop secure IoT Solutions for Azure Sphere with IoT Hub

125 Min 21 Unit

Develop highly secure IoT solutions with Azure Sphere, Azure RTOS and Azure IoT Hub

Chain Azure Functions together using input and output bindings

70 Min 8 Unit

In this module, we'll learn how to integrate your Azure Function with various data sources by using bindings.

Display collections in Xamarin.Forms apps by using ListView

71 Min 7 Unit

In this module, you'll populate the Xamarin.Forms ListView and customize each row to create an application that displays dynamic data in a scrollable container.

Manage database changes in Azure Pipelines

74 Min 9 Unit

Use a release approval in Azure Pipelines to help coordinate database schema changes between developers and database administrators.

Introduction to GitHub in Visual Studio Code

22 Min 9 Unit

Learn to use the GitHub integration in Visual Studio Code, including authentication, publishing repos, and viewing your repo timeline.

Classify endangered bird species with Custom Vision

62 Min 9 Unit

Learn how to use Azure Cognitive Services Custom Vision to build a machine learning model that identifies the species of a bird in an image, to help with gathering data.

Introduction to high-performance computing (HPC) on Azure

50 Min 6 Unit

Discover the services available on Azure for your high-performance computing workloads.

Classify images with the Microsoft Custom Vision Service

37 Min 7 Unit

In this learning path, find out how Cognitive Vision Services detects faces, tags and classifies images, and identifies objects.

Cloud storage overview

163 Min 15 Unit

Carnegie Mellon University's Cloud Developer course. Learn all about data and get an overview of how it's stored, including local and distributed file systems, databases, and object storage.

Introduction to Azure SQL

44 Min 6 Unit

This module introduces Azure SQL. Learn about various deployment options and service tiers and what to use for your organization.

Manage hybrid workloads with Azure Arc

44 Min 8 Unit

You will learn to describe Azure Arc, implement Azure Arc with on-premises server instances, deploy Azure policies with Azure Arc, and use role-based access control (RBAC) to restrict access to Log Analytics data.

Examine components of a modern data warehouse

24 Min 5 Unit

Examine components of a modern data warehouse

Configure Azure Synapse Link with Azure Cosmos DB

45 Min 8 Unit

Configure Azure Synapse Link with Azure Cosmos DB

Crack the code and reveal a secret with Python and Visual Studio Code

38 Min 9 Unit

You're handed a secret message that needs a code cracker to find the truth. Learn how to solve the code mystery to reveal a location and date to find a hidden treasure. Get a glimpse into the popular Python programming language with this introductory lesson that requires no coding experience.

Run nonfunctional tests in Azure Pipelines

49 Min 7 Unit

Run automated load tests by using Apache JMeter, a form of nonfunctional testing, in Azure Pipelines.

Migrate on-premises PostgreSQL databases to Azure Database for PostgreSQL

70 Min 7 Unit

Migrate on-premises PostgreSQL databases to Azure Database for PostgreSQL

Automatically provision IoT devices securely and at scale with the Device Provisioning Service

57 Min 8 Unit

The focus of this module is on creating a Device Provisioning Service (DPS) to securely handle multiple remote devices. First, you create an IoT Hub, and add the DPS service. Next, an X.509 root certificate, and multiple leaf certificates, are created to handle security. Code for a simulated device is provided. You then link all the pieces together, and verify that your DPS resource works. After completing the module, you should have a good understanding of how to provision Azure IoT devices at scale.

Manage user authentication

48 Min 8 Unit

Manage user authentication

Utilize Azure for SAP workloads reference architecture

64 Min 10 Unit

Utilize Azure for SAP Workloads Reference Architecture

Deploy Azure virtual machines from VHD templates

42 Min 6 Unit

Standardize and automate your virtual machine deployments to minimize manual configuration, variance, and error.

Train a machine learning model

53 Min 7 Unit

Train a machine learning model

Deploy a Java web app to Azure App Service

21 Min 6 Unit

You'll learn how to create a Java web application and deploy it to Azure App Service.

Automatically tune SQL Server on Linux

36 Min 6 Unit

In this module, you will learn how to monitor and optimize the performance of SQL Server on Linux servers.

Create accessible apps with Xamarin.Forms

32 Min 8 Unit

Learn how to enhance Xamarin.Forms apps with automation properties to improve support for screen readers to make apps more accessible.

Introduction to enterprise-scale landing zones in the Microsoft Cloud Adoption Framework for Azure

34 Min 5 Unit

The Microsoft Cloud Adoption Framework for Azure provides many landing zone options. This module focuses on enterprise-scale landing zones.

Write basic Python in Notebooks

37 Min 9 Unit

Learn the basics of Python.

Automate development tasks by using GitHub Actions

49 Min 7 Unit

Create a basic GitHub Action and use that action in a workflow.

Protect your virtual machines by using Azure Backup

35 Min 7 Unit

Use Azure Backup to help protect the data for on-premises servers, virtual machines, virtualized workloads, SQL Server, Azure Files, and more.

Storage and network virtualization

54 Min 7 Unit

Carnegie Mellon University's Cloud Developer course. Learn about how storage and network resources can be virtualized to support software defined datacenters.

Serve the data from Azure Synapse serverless SQL pool

21 Min 7 Unit

Serve the data from Azure Synapse serverless SQL pool

Introduction to Text-to-speech

31 Min 7 Unit

Text-to-speech converts text into human-like speech, along with the ability to create a unique, custom voice to use in your applications. We introduce the different types of voices, how to use them, and review situations when they are appropriate to use.

Encrypt network traffic end to end with Azure Application Gateway

77 Min 7 Unit

Secure the traffic from your users all the way to your web servers by enabling TLS encryption on Application Gateway.

Introduction to Azure API Management

29 Min 6 Unit

Evaluate whether Azure API Management is appropriate for managing and exposing your organization's APIs

Publish and manage your APIs with Azure API Management

38 Min 8 Unit

Learn about using an Azure API gateway to share APIs with partners, and how to use subscription keys to control access to your APIs.

Explore Azure Storage services

27 Min 8 Unit

Learn about the different storage options that are available in Azure Storage. Prepare for AZ-900.

Utilize Threat and Vulnerability Management in Microsoft Defender for Endpoint

30 Min 6 Unit

Utilize Threat and Vulnerability Management in Microsoft Defender for Endpoint

Refactor Node.js and Express APIs to Serverless APIs with Azure Functions

41 Min 10 Unit

Improve availability and scalability by refactoring an existing API to use Azure Functions.

Introduction to rocket launches

40 Min 12 Unit

Get an introduction to how NASA chooses dates for a rocket launch and discover machine learning fundamentals.

Secure your infrastructure with threat modeling

72 Min 6 Unit

Learn how to use the foundation of threat modeling to identify enterprise risks and find ways to reduce or eliminate them.

Create security baselines

60 Min 11 Unit

Create security baselines

Perform basic string formatting in C#

32 Min 8 Unit

Combine literal and variable text data that are filled with special characters, formatting, and Unicode into meaningful messages for the end user.

Configure and manage Hyper-V

48 Min 9 Unit

Configure and manage Hyper-V

Petabyte-scale ingestion with Azure Data Factory or Azure Synapse Pipeline

43 Min 9 Unit

Petabyte-scale ingestion with Azure Data Factory or Azure Synapse Pipeline

Prepare to migrate SAP workloads to Azure

61 Min 10 Unit

Prepare to migrate SAP workloads to Azure

Creating accessible content with Microsoft 365

51 Min 7 Unit

This module shows how to create content with Microsoft 365 in a way that enables greater accessibility.

Implement a hybrid file server infrastructure

92 Min 12 Unit

Implement a hybrid file server infrastructure

Introduction to Docker containers

32 Min 6 Unit

Introduction to Docker containers

Create a web app that uses data to make decisions on the basketball court

65 Min 15 Unit

Create a web app by using JavaScript, Azure, GitHub, and Visual Studio Code to help the Tune Squad coach use data to make decisions on the basketball court, inspired by SPACE JAM: A NEW LEGACY.

Protect against security threats on Azure

25 Min 8 Unit

Learn how Azure can help you protect the workloads that you run both in the cloud and in your on-premises datacenter. Prepare for AZ-900.

Build a containerized web application with Docker

57 Min 8 Unit

Learn how to use Docker to build, store, and manage private container images with the Azure Container Registry.

Provide disaster recovery by replicating storage data across regions and failing over to a secondary location

46 Min 7 Unit

Learn how to provide disaster recovery by replicating storage data across regions and failing over to a secondary location.

Introduction to Content Moderator

40 Min 6 Unit

Discover how Content Moderator can evaluate text, images, and video, for appropriateness.

Integrate machine learning within Azure Synapse Analytics

53 Min 9 Unit

Integrate machine learning within Azure Synapse Analytics

Develop Java web app on Azure using Eclipse

49 Min 8 Unit

Create a web app in Eclipse and deploy the app to Azure by using Azure Toolkit for Eclipse.

Connect your on-premises network to Azure with VPN Gateway

39 Min 5 Unit

Learn about the virtual private network (VPN) gateway options in Azure and typical scenarios for using a VPN. Create and test VPNs to securely connect sites to Azure.

Plan and implement entitlement management

49 Min 8 Unit

Plan and implement entitlement management

Host your own build agent in Azure Pipelines

59 Min 7 Unit

Work with guidance from the Space Game web team to set up your build agent running on-premises or on an Azure virtual machine running in the cloud.

JavaScript variables and data types

17 Min 7 Unit

Learn about variables and the data types that populate them.

Store application data with Azure Blob storage

50 Min 8 Unit

Discover how to build an app that stores user files with Azure Blob storage, use Blob storage in a web app, and use the Azure Storage SDK for .NET Core.

Implement hybrid identity with Windows Server

109 Min 15 Unit

Implement hybrid identity with Windows Server

Monitor GitHub events by using a webhook with Azure Functions

53 Min 10 Unit

Discover the benefits of webhooks when you trigger an Azure function with a GitHub webhook and parse the payload for insights.

Work with DataFrames advanced methods in Azure Databricks

42 Min 6 Unit

Work with DataFrames advanced methods in Azure Databricks

Implement generic types and traits

31 Min 10 Unit

Understand what generic types and traits are and how to use them in Rust.

Microsoft Azure Well-Architected Framework - Reliability

59 Min 5 Unit

Learn how to recover from infrastructure and service failure, loss of data, and disasters by incorporating reliability into your architecture.

Plan and manage your Azure costs

43 Min 8 Unit

Migration to the cloud presents new ways to think about your IT expenses. This module teaches you about the factors that influence cost and tools you can use to help estimate and manage your cloud spend. Prepare for AZ-900.

Intro to Microsoft data classification and data protection

45 Min 10 Unit

Learners will be able to describe Microsoft Information Protection and Azure Information Protection as well as how to use sensitivity labels to classify and protect data. Learners should also be able to describe technologies such as unified labeling scanners, Cloud App Security, service encryption and Office 365 Message Encryption.

Introduction to Azure Firewall Manager

28 Min 6 Unit

Describe how Azure Firewall Manager provides central security policy and route management for your cloud-based security perimeters. Determine whether Azure Firewall Manager can help you secure your cloud perimeters.

Send and receive data using Azure Data Share and transform data using Azure Data Factory

39 Min 13 Unit

Send and receive data using Azure Data Share and transform data using Azure Data Factory

Case studies: NoSQL databases and cloud object storage

82 Min 6 Unit

Carnegie Mellon University's Cloud Developer course. Learn about two more types of storage - NoSQL databases and object storage - with case studies from industry.

Use control flows in Go

48 Min 9 Unit

Learn to use control flows in Go.

Share your location as a text message using Azure Functions and Twilio

69 Min 11 Unit

Learn how to use location tracking on your phone mixed with Azure Functions and Twilio to share your location with your friends as a text message.

Deploy a cloud-native ASP.NET Core microservice with GitHub Actions

54 Min 7 Unit

Implement GitHub Actions to build a container image and deploy to Azure Kubernetes Service.

Evaluate Boolean expressions to make decisions in C#

30 Min 9 Unit

Learn the operators and techniques required to evaluate and compare values in your decision statements.

Choose the best Azure serverless technology for your business scenario

20 Min 7 Unit

Examine Azure serverless technologies, and choose the right service for your business scenario. Prepare for AZ-900.

Use Twilio and Azure Maps to receive text message weather alerts

33 Min 8 Unit

In this module, you'll create an application that allows farmers to use text messaging to set up temperature alerts. These alerts can help farmers know when to plant, when to water, or when to protect their crops.

Perform mathematical operations on numeric data in Python

37 Min 10 Unit

Convert user input to numeric values, and use mathematical operators to perform calculations.

Protect your APIs on Azure API Management

43 Min 8 Unit

Protect your back-end APIs from information exposure and implement throttling to prevent resource exhaustion with policies in Azure API Management.

Explore differential privacy

38 Min 6 Unit

Explore differential privacy

Manage Azure Stack HCI virtual machine workloads

46 Min 8 Unit

Manage Azure Stack HCI virtual machine workloads

Integrate OpenAPI-enabled Web APIs with Azure API Management through Visual Studio

39 Min 8 Unit

Learn how to add an OpenAPI-enabled Web API application to Azure API Management through Visual Studio.

Explore IaaS and PaaS platform tools for high availability and disaster recovery

53 Min 9 Unit

Explore IaaS and PaaS platform tools for high availability and disaster recovery

React to state changes in your Azure services by using Event Grid

33 Min 6 Unit

Build a serverless application architecture, automate your operations, and integrate applications by handling Azure events with Event Grid.

Build a .NET Core app for Azure Cosmos DB in Visual Studio Code

54 Min 7 Unit

Learn how to create a .NET Core application to store and query data in Azure Cosmos DB by using Visual Studio Code.

Implement remote access

59 Min 9 Unit

Implement remote access

Plan and implement privileged access

59 Min 10 Unit

Plan and implement privileged access

Build a bot with QnA Maker and Azure Bot Service

29 Min 5 Unit

Build a bot with QnA Maker and Azure Bot Service

Manage software delivery by using a release based workflow on GitHub

104 Min 5 Unit

Learn to implement a release based workflow on GitHub using project boards, branches, and releases.

Customize a Xamarin.Forms ListView

50 Min 7 Unit

Create custom cell layouts that fit the shape of your data. Group related cells together to help your users find what they're interested in.

Authenticate users with Azure Static Web Apps

24 Min 7 Unit

Publish an Angular, React, Svelte, or Vue JavaScript app with API and authentication using Azure Static Web Apps and Azure Functions. Deploy your code from GitHub to a staging site using preview URLs.

Define an AI strategy to create business value in retail

40 Min 7 Unit

Explore the strategic components, special factors, and use cases of an AI strategy in retail that creates business value, with INSEAD and Microsoft.

Build flexible Bicep templates by using conditions and loops

44 Min 10 Unit

Build advanced Bicep templates by using conditions to conditionally deploy resources and using loops to deploy multiple instances of resources.

Introduction to Translator

31 Min 7 Unit

Translator is a cloud-based service that uses Artificial Intelligence to reliably translate text and documents between languages in near real time. You can add multi-language user experiences to your apps in 90 languages and dialects, along with free text translation with any operating system. Translator also has customizable translation models that can better understand industry-specific terminology or pronouns.

Analyze query results using KQL

30 Min 7 Unit

Analyze query results using KQL

Choose the correct HDInsight Configuration to build open-source analytics solutions

40 Min 7 Unit

Choose the correct HDInsight Configuration to build open-source analytics solutions

SAP HANA on Azure Compute, Network, and Storage

52 Min 11 Unit

SAP HANA on Azure Compute, Network, and Storage

Optimizing tightly coupled HPC applications on HBv2, HC, and HB series virtual machines

44 Min 10 Unit

Learn how to build, run, and tune tightly coupled HPC applications in Azure.

Understand device management using Microsoft Endpoint Manager

27 Min 9 Unit

In this module, you'll learn about how your organization's devices can be provisioned and managed. Additionally, you will learn about the different types of enrollment methods available using Microsoft Endpoint Manager.

Perform device investigations in Microsoft Defender for Endpoint

32 Min 6 Unit

Perform device investigations in Microsoft Defender for Endpoint

Describe the eDiscovery and audit capabilities of Microsoft 365

33 Min 9 Unit

Describe the eDiscovery and audit capabilities of Microsoft 365

Create readable code with conventions, whitespace, and comments in C#

29 Min 8 Unit

Write code that is easier to read, update and support using naming conventions, comments and whitespace.

Secure your Azure resources with Azure role-based access control (Azure RBAC)

37 Min 8 Unit

Learn how to use Azure role-based access control to effectively manage your team’s access to Azure resources.

Planning for implementing SAP solutions on Azure

81 Min 10 Unit

Planning for implementing SAP solutions on Azure

Configure security policies to manage data

39 Min 6 Unit

Learn how to set up policies to classify, retain, and protect your cloud-based data.

Introduction to Python for space exploration

23 Min 8 Unit

Get an introduction to the types of space exploration problems that Python and data science can influence.

Deploy highly available solutions by using Azure SQL

94 Min 11 Unit

In this module, you'll learn how to deploy highly available solutions by using Azure SQL. You'll also look at architectures and how they affect availability.

Integrate Azure services with Azure Stack HCI

41 Min 6 Unit

Integrate Azure services with Azure Stack HCI

Configure and manage costs as a Microsoft partner by using Azure Cost Management

34 Min 8 Unit

Learn how to reconcile your bill and analyze costs across your customers and resources by using Azure Cost Management as a partner.

Describe Azure Databricks Delta Lake architecture

33 Min 5 Unit

Describe Azure Databricks Delta Lake architecture

Work with Data in Azure Machine Learning

45 Min 8 Unit

Work with Data in Azure Machine Learning

Identify faces and expressions by using the Computer Vision API in Azure Cognitive Services

53 Min 12 Unit

Learn how to use the Computer Vision API in Azure to identify facial details in pictures

Implement CI/CD for IoT Edge

71 Min 10 Unit

University of Oxford

Network design principles for enterprise-scale architecture

54 Min 8 Unit

Network design principles for enterprise-scale architecture

Discover how to foster an AI-ready culture in customer service

38 Min 6 Unit

Learn the necessary cultural changes for enterprise customer service to make AI transformation successful, and how they fit into a holistic AI strategy.

Sign in users with Azure Active Directory in a Java web app

37 Min 9 Unit

Learn how to authenticate users with Azure Active Directory and get authorized access to data in a Java web app using Microsoft Authentication Library.

Work with files and directories in a Node.js app

43 Min 10 Unit

Build an app that manipulates files and directories with Node.js and JavaScript.

Perform machine learning with Azure Databricks

59 Min 9 Unit

Perform machine learning with Azure Databricks

Train and evaluate clustering models

44 Min 4 Unit

Clustering is a kind of machine learning that is used to group similar items into clusters.

Monitor and maintain Azure Active Directory

37 Min 9 Unit

Monitor and maintain Azure Active Directory

Manage Application Configuration and Secrets in Azure Kubernetes Service (AKS)

44 Min 6 Unit

Learn how to securely store application secrets and configurations using native Kubernetes resources in Azure Kubernetes Service (AKS).

Run Petabyte level OSS NoSQL databases with HDInsight HBase

30 Min 10 Unit

Run Petabyte level OSS NoSQL databases with HDInsight HBase

Scale an App Service web app to efficiently meet demand with App Service scale up and scale out

46 Min 6 Unit

Learn how to respond to periods of increased activity by incrementally increasing the resources available and then freeing these resources when activity drops.

Create views and templates in Django

38 Min 8 Unit

Learn about the templating engine in Django to create dynamic HTML. In this module, you'll create views and use template variables, inheritance, and tags.

Choose the right Azure services by examining SLAs and service lifecycle

27 Min 7 Unit

Learn about service-level agreements (SLAs) in Azure, and how they can affect your application design decisions. See how to access preview services and learn how they affect your planning. Prepare for AZ-900.

Optimize your database by using advanced modeling patterns for Azure Cosmos DB

60 Min 10 Unit

Learn about different strategies to manage relationships between data entities when modeling a database for Azure Cosmos DB.

Secure Windows Server DNS

58 Min 8 Unit

Secure Windows Server DNS

Safeguard public sector data with Azure

42 Min 10 Unit

Conceptual introduction to data residency and sovereignty and overview of the options provided by Azure for public agencies to protect their data in the cloud.

Characterize DevOps Continuous Collaboration and Continuous Improvement

17 Min 5 Unit

Characterize DevOps Continuous Collaboration and Continuous Improvement

Use containers for your Language Understanding Intelligent Service (LUIS) Apps

18 Min 6 Unit

Use containers for your Language Understanding Intelligent Service (LUIS) Apps

Transform data with DataFrames in Apache Spark Pools in Azure Synapse Analytics

29 Min 9 Unit

Transform data with DataFrames in Apache Spark Pools in Azure Synapse Analytics

Get started with Azure Advisor

37 Min 9 Unit

Learn how to use Azure Advisor to optimize your Azure usage, lower costs, and increase efficiency.

Introduction to Microsoft Endpoint Manager

25 Min 10 Unit

In this module, you'll learn about the basics of Microsoft Endpoint Manager.

Deploy SQL Server on Linux

78 Min 11 Unit

Learn about the software and hardware prerequisites to run SQL Server on Linux and then discover the straightforward steps to install SQL Server on Linux. You will also learn additional tasks, such as installing command-line tools.

Develop, test, and deploy an Azure Function with Visual Studio

43 Min 7 Unit

Use Visual Studio together with a test framework to create, deploy, and test an Azure Function.

Build and deploy applications to Azure by using GitHub Actions

59 Min 6 Unit

Create two deployment workflows using GitHub Actions and Microsoft Azure.

Configure and manage Hyper-V virtual machines

45 Min 10 Unit

Configure and manage Hyper-V virtual machines

Extract data from forms with Form Recognizer

55 Min 11 Unit

Form Recognizer extracts data at scale to enable the submission of documents in real time, at scale, with accuracy. This module gives users the tools to use the Azure Form Recognizer vision API.

Work with files and directories in a .NET app

37 Min 10 Unit

Learn how to use .NET, C#, and System.IO to work with directories, paths, files, and the file system.

Decompose a monolithic application into a microservices architecture

52 Min 7 Unit

Improve development agility, deployment, fault tolerance, and scalability by modernizing your application with a microservices architecture.

Microsoft Azure Well-Architected Framework - Performance efficiency

48 Min 6 Unit

Learn how to adjust your capacity based on workload and how to optimize network performance, storage, and database performance.

Design a multidimensional schema to optimize analytical workloads

44 Min 9 Unit

Design a multidimensional schema to optimize analytical workloads

Cloud security

59 Min 6 Unit

Cloud Admin course from Dr. Majd Sakr at Carnegie Mellon University. Keeping your cloud secure means more than just adding permissions to resources. Learn about what cloud security means, including threats, cryptography, and regulation.

Publish a Blazor WebAssembly app and .NET API with Azure Static Web Apps

38 Min 12 Unit

Publish a Blazor WebAssembly app and .NET API with Azure Static Web Apps

Load balance your web service traffic with Application Gateway

92 Min 7 Unit

Improve application resilience by distributing load across multiple servers and use path-based routing to direct web traffic.

Explore roles and responsibilities in the world of data

16 Min 7 Unit

Explore roles and responsibilities in the world of data

Scale your cloud resources with elasticity

46 Min 7 Unit

Cloud Admin course from Dr. Majd Sakr at Carnegie Mellon University. Discover what cloud elasticity means and different ways to scale your cloud resources.

Explore relational data services in Azure

30 Min 8 Unit

Explore relational data services in Azure

Securing you: Basics and beyond

34 Min 5 Unit

Learn how to secure yourself from common online threats and protect your identity at work and home.

Call an API from a Logic Apps workflow using a custom connector

40 Min 7 Unit

In this module, learn to create a Logic Apps custom connector to call an API from a Logic Apps workflow.

Query relational data in Azure

26 Min 7 Unit

Query relational data in Azure

Integrate adaptive cards into Windows 10 Timeline

45 Min 3 Unit

Learn how to develop a simple adaptive card to enhance the appearance in Windows 10 Timeline of your Universal Windows Platform app.

Implement DNS for Windows Server IaaS VMs

50 Min 9 Unit

Implement DNS for Windows Server IaaS VMs

Introduction to Azure IoT

31 Min 6 Unit

University of Oxford

Introduction to Xamarin.iOS

59 Min 9 Unit

Xamarin.iOS enables .NET developers to create fully native iOS apps to take full advantage of the power, features, and performance of the iOS platform.

Implement Azure VM-based SAP solutions

61 Min 9 Unit

Implement Azure VM-based SAP solutions

Build a real-time event-driven Java solution in Azure

33 Min 9 Unit

Send event-based telemetric data in real time to Azure Cosmos DB by using Azure Functions and an event hub.

Use effects in Xamarin.Forms

54 Min 7 Unit

Learn how to use effects to customize and add functionality to Xamarin.Forms elements to make good use of native features in iOS and Android.

Manage Azure AD Identity Protection

45 Min 8 Unit

Manage Azure AD Identity Protection

Introduction to object-oriented programming with Python

38 Min 9 Unit

This module will teach you how to model problems by using object-oriented programming (OOP) concepts.

Deploy a containerized application on Azure Kubernetes Service

64 Min 8 Unit

Explore how to create and deploy a containerized application by using Azure Kubernetes Service declarative manifest files.

Introduction to migrating ASP.NET apps to Azure

49 Min 6 Unit

Migrating an ASP.NET application from on-premises to Azure, along with a supporting Azure SQL database, can provide many advantages, but also challenges. Learn how to evaluate the migration process to determine if it’s right for your application.

Connect Azure assets to Azure Defender

35 Min 6 Unit

Connect Azure assets to Azure Defender

Describe threat protection with Microsoft 365 Defender

29 Min 8 Unit

Describe threat protection with Microsoft 365 Defender

Work with DataFrames in Azure Databricks

46 Min 7 Unit

Work with DataFrames in Azure Databricks

Extract key phrases from text with the text analytics API

18 Min 6 Unit

Automatically extract key phrases to quickly identify the main points in documents or text.

Secure your data with Azure SQL

84 Min 10 Unit

Secure your data with Azure SQL

Extract insights from videos with the Video Indexer service

27 Min 9 Unit

Learn how to use the Video Indexer API to upload, index, retrieve insights, and search for content in video files.

Implement and manage Active Directory Certificate Services

56 Min 8 Unit

Implement and manage Active Directory Certificate Services

Create your first Azure IoT Central app

82 Min 9 Unit

Build an IoT Central app for a refrigerated truck scenario. Define a device template, create a programming project, add simulation code, and test your setup.

Configure SQL Server resources for optimal performance

35 Min 7 Unit

Choose the appropriate size and storage options for your Azure SQL databases. Configure server resources such as tempdb. Understand the usage of Resource Governor.

Plan and design the integration of enterprise apps for SSO

35 Min 8 Unit

Plan and design the integration of enterprise apps for SSO

Process images with the Computer Vision service

32 Min 7 Unit

Use the Computer Vision API to analyze images for insights, extract text from images, and generate high-quality thumbnails.

Introduction to Azure Digital Twins

44 Min 8 Unit

This module provides an overview of Azure Digital Twins and describes Microsoft tools, services, and infrastructure. This knowledge can help bring digital twins to life for your organization and customers.

Caching and performance in Azure storage disks

44 Min 7 Unit

Learn about Azure VM disk performance and how to enable caching to help optimize read and write access to storage.

Deploy child and extension resources by using Bicep

36 Min 9 Unit

Learn how to deploy child and extension resources, and refer to existing resources, within your Bicep code.

Describe resource governance capabilities in Azure

15 Min 6 Unit

Describe resource governance capabilities in Azure

Protect your endpoint environment with Microsoft Endpoint Manager

19 Min 8 Unit

In this module, you'll learn about protecting devices, apps, and data. Additionally, you understand the endpoint environment and the supported platforms available with Microsoft Endpoint Manager.

Create a web API with ASP.NET Core

41 Min 9 Unit

Create a RESTful service with ASP.NET Core that supports Create, Read, Update, Delete (CRUD) operations.

Image classification using Azure Sphere

68 Min 14 Unit

University of Oxford

Settle competing commits by using merge conflict resolution on GitHub

52 Min 5 Unit

Learn to settle overlapping commits across branches by using merge conflict resolution.

Implement message-based communication workflows with Azure Service Bus

54 Min 8 Unit

Discover how to write code in .NET applications using Azure Service Bus for communications that can handle high demand, low bandwidth, and hardware failures.

Implement error handling and logging in Go

18 Min 5 Unit

Understand how to handle errors and log helpful information in your Go programs.

Manage build dependencies with Azure Artifacts

55 Min 10 Unit

In this module, the Space Game web team guides you through creating a build pipeline that produces a package that can be used by multiple applications.

Working with data and properties in React components

26 Min 9 Unit

Learn how to work with React components and data.

Build reusable Bicep templates by using parameters

39 Min 8 Unit

Control and apply parameters to a Bicep template while protecting sensitive inputs.

Introduction to Azure SQL Edge

34 Min 6 Unit

Azure SQL Edge is an optimized relational database engine geared for IoT and IoT Edge deployments. It provides capabilities to create a high-performance data storage and processing layer for IoT applications and solutions.

Implement Windows Server File Server high availability

45 Min 7 Unit

Implement Windows Server File Server high availability

Create reusable functionality with functions in Python

32 Min 8 Unit

Define functions to create encapsulated modular code that accept input and return results.

Design hybrid transactional and analytical processing using Azure Synapse Analytics

50 Min 10 Unit

Design hybrid transactional and analytical processing using Azure Synapse Analytics

Store and share files in your app with Azure Files

51 Min 7 Unit

Azure Files provides a cloud-based file share for storing and sharing files to apps. Whether it's an app hosted in Azure App Service, an Azure VM, or an on-premises app, Azure Files can store and share file access between one or more applications and systems in a secure and failure-resilient manner.

Choose a messaging model in Azure to loosely connect your services

45 Min 6 Unit

Learn how Azure's storage queues, event hubs, event grid, and service bus can improve your communication between devices.

Run functional tests in Azure Pipelines

63 Min 8 Unit

Run Selenium UI tests, a form of functional testing, in Azure Pipelines.

Connect data to Azure Sentinel using data connectors

22 Min 6 Unit

Connect data to Azure Sentinel using data connectors

Describe SQL Server query plans

64 Min 7 Unit

Describe SQL Server query plans

Get started with Django

32 Min 9 Unit

Django is one of the most popular Python web frameworks. Explore its benefits, learn how to install it, and create your first project.

Virtualize resources in the cloud

50 Min 6 Unit

Cloud Admin course from Dr. Majd Sakr at Carnegie Mellon University. Discover virtualization and how it enables many technologies in the cloud, including virtual machines, containers and networks.

Explore concepts of non-relational data

24 Min 6 Unit

Explore concepts of non-relational data

Survey the services on the Azure Data platform

58 Min 11 Unit

Explore the broad array of Azure technologies that analyze text or images and relational, nonrelational, or streaming data.

Query logs in Azure Sentinel

18 Min 7 Unit

Query logs in Azure Sentinel

Create and host web sites by using GitHub Pages

72 Min 5 Unit

Learn how to host your personal, organization, and project sites for free with GitHub Pages.

Analyze and resolve compliance issues using Microsoft Endpoint Manager

26 Min 10 Unit

In this module, you'll learn about analyzing and resolving compliance issues using Microsoft Endpoint Manager.

Connect non-Azure resources to Azure Defender

44 Min 7 Unit

Connect non-Azure resources to Azure Defender

Creating Adaptive Cards

80 Min 4 Unit

Find out about the capabilities of Adaptive Cards, try out the range of user input and action, and then extend the app with Adaptive Cards APIs.

Deploy Spring microservices to Azure

38 Min 8 Unit

In this workshop, you'll go through tasks to deploy Spring Boot microservices to Azure Spring Cloud (ASC).

Introduction to Windows 10 development

80 Min 6 Unit

Get acquainted with Windows 10 development, install essential tools, and find out about the Windows Insider Program.

Create Azure users and groups in Azure Active Directory

41 Min 8 Unit

Learn how to create Azure users and groups in Azure Active Directory.

Instrument server-side web application code with Application Insights

34 Min 6 Unit

Get full information and custom telemetry about a web app in Application Insights by installing the Application Insights SDK.

Configure and manage secrets in Azure Key Vault

29 Min 6 Unit

Configure and manage secrets in Azure Key Vault

Understand data warehouse developer features of Azure Synapse Analytics

57 Min 11 Unit

Understand data warehouse developer features of Azure Synapse Analytics

Troubleshoot inbound network connectivity for Azure Load Balancer

98 Min 6 Unit

Learn how to troubleshoot inbound network connectivity for Azure Load Balancer.

Trigger an Azure Event Grid workflow from an IoT device

42 Min 8 Unit

Trigger an Azure Event Grid workflow from an IoT device

Introduction to Azure Synapse Analytics

26 Min 6 Unit

Introduction to Azure Synapse Analytics

Customize Windows Server IaaS Virtual Machine images

50 Min 10 Unit

You'll be able to create new VMs from generalized images and use Azure Image Builder templates to create and manage images in Azure.

Diagnose startup errors in your application using Kudu console

37 Min 6 Unit

This module explains how to use kudu console to examine the application event log to identify the event that caused the error.

Get started with React

31 Min 10 Unit

Learn what you need to know to start building with React.

Build dual-screen Xamarin.Forms apps by using TwoPaneView

60 Min 9 Unit

In this module, you'll use TwoPaneView and DualScreenInfo to

Externalize the configuration of an ASP.NET app by using an Azure key vault

24 Min 5 Unit

Learn how to use ConfigurationBuilder to dynamically configure an ASP.NET web app to retrieve secrets from an Azure key vault.

Publish an Angular, React, Svelte, or Vue JavaScript app with Azure Static Web Apps

18 Min 5 Unit

Publish an Angular, React, Svelte, or Vue JavaScript app with Azure Static Web Apps. Use Visual Studio Code to create and run the web app locally.

Manage release cadence in Azure Pipelines by using deployment patterns

60 Min 7 Unit

Choose and implement a deployment pattern that helps you smoothly roll out new application features to your users.

Secure your Azure SQL Database

67 Min 8 Unit

Secure an Azure SQL database to keep the information safe and diagnose potential security concerns as they happen.

Work with models and data in Django

20 Min 10 Unit

Explore models and data in Django. Learn about the object-relational mapper, create your own models, and set up a database.

Introduction to Azure virtual machines

67 Min 8 Unit

Learn about the decisions you make before creating a virtual machine, the options to create and manage the VM, and the extensions and services you use to manage your VM.

Case studies: Distributed file systems

67 Min 6 Unit

Carnegie Mellon University's Cloud Developer course. Discover how distributed file systems work, then learn about Hadoop and Ceph.

Insert and query data in your Azure Cosmos DB database

58 Min 8 Unit

Discover the Azure Cosmos DB Data Explorer tool that enables you to add or modify data. Create stored procedures in JavaScript.

Identify governing practices for responsible AI

35 Min 6 Unit

Learn guiding principles for organizations, and how to choose and operationalize a governance system to responsibly and successfully use AI in the enterprise.

Build Serverless APIs with Azure Functions

41 Min 12 Unit

Use Visual Studio Code to build a JavaScript and Vue.js dashboard with a Serverless API powered by Azure Functions and Node.js.

Use a Docker container as a development environment with Visual Studio Code

48 Min 11 Unit

Create and configure a full-featured container-based development environment with the Visual Studio Code Remote - Containers extension. Open any folder or repository in a container and take advantage of the full feature set of Visual Studio Code, like IntelliSense (completions), code navigation, and debugging.

Create an Azure Storage account

30 Min 7 Unit

Discover ways to use an Azure Storage account to manage your data for billing, access, and storage location of your blobs, files, queues, and tables.

Deploy and manage DHCP

70 Min 9 Unit

Deploy and manage DHCP

Back up and restore databases

41 Min 7 Unit

Back up and restore databases

Secure your identities by using Azure Active Directory

27 Min 6 Unit

Use Azure Active Directory to you secure your internal, external, and customer identities.

Execute an Azure Function with triggers

83 Min 9 Unit

This module demos some of the most common types of triggers for executing Azure Functions and how to configure them to execute your logic.

Introduction to Azure Web Application Firewall

40 Min 6 Unit

Describe how Azure Web Application Firewall protects Azure web applications from common attacks, including its features, how it’s deployed, and its common use cases.

Introduction to Transact-SQL

56 Min 9 Unit

Introduction to Transact-SQL

Introduction to GitHub administration

21 Min 6 Unit

Understand the security and control measures available to GitHub administrators within an organization or enterprise.

Resolve security threats with Azure Security Center

44 Min 7 Unit

In this module, you’ll use the alert capabilities of Azure Security Center to watch for and respond to threats.

Add looping logic to your code using the do-while and while statements in C#

23 Min 6 Unit

Use the `do-while` and `while` statements to iterate as long as a Boolean expression evaluates to true.

Get started with Go

26 Min 8 Unit

Take your first steps with Go.

Select Windows Server editions, servicing options, and activation

36 Min 7 Unit

Select Windows Server editions, servicing options, and activation

Gather metrics from your Azure Blob Storage containers

86 Min 9 Unit

Find out how to use Azure Storage Analytics to track the performance of your Blob Storage containers and to display that blob performance in your dashboard.

Optimize storage performance and costs using Blob storage tiers

43 Min 7 Unit

Learn what the different storage tiers are for blob storage and how they can improve performance and reduce costs.

Create a custom skill for Azure Cognitive Search

46 Min 6 Unit

Create a custom skill for Azure Cognitive Search

Protect, monitor, and tune a migrated database

66 Min 8 Unit

Protect, monitor, and tune a migrated database

Preview Azure deployment changes by using what-if

20 Min 6 Unit

Apply the what-if command to see the impact of a deployment before it's applied.

Create a new Node.js project and work with dependencies

25 Min 9 Unit

Create a Node.js project and learn to add packages and manage package dependencies in your project. Use the NPM CLI and registry to add libraries and tools to your JavaScript/TypeScript applications using Visual Studio Code.

Describe Windows Server administration tools

45 Min 8 Unit

Describe Windows Server administration tools

Copy and move blobs from one container or storage account to another from the command line and in code

58 Min 9 Unit

Learn how to utilize .NET Storage Client library, AzCopy, and Azure CLI utilities to copy and move blobs between contains and storage accounts both synchronously and asynchronously.

Monitor data drift with Azure Machine Learning

42 Min 6 Unit

Monitor data drift with Azure Machine Learning

Configure databases for performance

24 Min 6 Unit

Control database-level configuration options. Explore Intelligent Query Processing. Configure Open Source databases for optimum performance.

Automate multi-container Kubernetes deployments with Azure Pipelines

56 Min 6 Unit

Implement a CI/CD pipeline for multiple containers to Kubernetes.

Design consistent Xamarin.Forms XAML pages by using shared resources and styles

44 Min 11 Unit

Learn how to use Xamarin.Forms to design and share XAML resources and styles for a consistent look and feel across your entire UI.

Migrate your relational data stored in SQL Server to Azure SQL Database

84 Min 8 Unit

Plan and implement the migration of relational data from SQL Server to Azure SQL Database. Select the appropriate migration strategy for your database, and then use Data Migration Assistant to do the assessment and the migration.

Secure data and manage users in Azure Synapse serverless SQL pools

18 Min 6 Unit

Secure data and manage users in Azure Synapse serverless SQL pools

Customize layout in Xamarin.Forms XAML pages

81 Min 8 Unit

Learn how to create user interfaces that adapt to your users' many devices with the extensive control you gain with StackLayout and Grid.

Develop secure IoT solutions for Azure Sphere, Azure RTOS and Azure IoT Central

120 Min 21 Unit

Develop highly secure IoT solutions with Azure Sphere, Azure RTOS and Azure IoT Central

Go to market through the commercial marketplace

31 Min 8 Unit

This module provides tips and best practices to help organizations create their business plan for success in the commercial marketplace

Detect language with the text analytics API

18 Min 6 Unit

Detect language with the text analytics API

Migrate an on-premises web application to Azure App Service

36 Min 8 Unit

Use the Azure App Service Migration Assistant to assess the readiness of a web app to be deployed on App Service, and perform the migration.

Introduction to threat modeling

27 Min 7 Unit

Explore the four high-level steps of threat modeling.

Identify governing practices for responsible AI in government

42 Min 7 Unit

Learn guiding principles for governments, and how to choose and operationalize a governance system to responsibly and successfully use AI in the public sector.

Connect Power Platform to SAP on Azure

33 Min 8 Unit

Connect Power Platform to SAP on Azure

Datacenter trends in cloud computing

40 Min 6 Unit

Carnegie Mellon University's Cloud Developer course. Datacenters are what power the cloud. Learn what they are, how they work, and challenges in managing them.

Explore Azure Synapse Studio

43 Min 10 Unit

Explore Azure Synapse Studio

Build a web app with Blazor

47 Min 8 Unit

Learn how to set up your development environment and build your first web app with Blazor, Visual Studio Code, and C#.

Make your application storage highly available with read-access geo-redundant storage

34 Min 6 Unit

In this module, you learn how to make your application storage highly available by ensuring that you can fail over resources if there's an Azure region failure.

Distributed computing on the cloud: GraphLab

63 Min 9 Unit

Carnegie Mellon University's cloud developer course. GraphLab is a big data tool developed by Carnegie Mellon University to help with data mining. Learn about how GraphLab works and why it's useful.

Classify images with the Custom Vision service

34 Min 5 Unit

Classify images with the Custom Vision service

Build product road maps

41 Min 11 Unit

Identify and construct Agile product road maps including audiences, prioritization, themes, milestones, epics, and user stories.

Using IAAS support with Azure for SAP workloads

44 Min 9 Unit

There are a variety of commonly used SAP-certified operating systems supported by SAP running on Azure VMs, and there are also several different methods of provisioning storage for SAP workloads in Azure. In this module, you will learn the SAP recommended support products and VM types as well as the network, database, and monitoring requirements.

Develop typed functions by using TypeScript

51 Min 9 Unit

Learn how to develop typed functions by using TypeScript.

Introduction to Azure Firewall

40 Min 6 Unit

Describe how Azure Firewall protects Azure Virtual Network resources, including the Azure Firewall features, rules, deployment options, and administration with Azure Firewall Manager.

Build a simple website using HTML, CSS, and JavaScript

44 Min 7 Unit

Get started with web development using Visual Studio Code to build a website using HTML, CSS, and JavaScript using developer tools in the browser to check your work.

Implement high availability of Windows Server VMs

45 Min 7 Unit

Implement high availability of Windows Server VMs

Introduction to Azure DevOps

21 Min 5 Unit

Explore Azure DevOps capabilities and get started setting up your own organization knowing what separates elite performers from low performers.

Create accessible web apps with ASP.NET Core

52 Min 10 Unit

Diagnose and fix common web accessibility issues in an ASP.NET Core application.

Create and implement application allowlists with adaptive application control

24 Min 5 Unit

You'll be able to implement Adaptive application controls within your organization to protect your Windows Server IaaS VMs.

Get started with Git and GitHub in Visual Studio

38 Min 11 Unit

In this module, we'll authenticate to GitHub, create a local Git repository, and push the repository to GitHub by using the Git tooling experience in Visual Studio 2019. We'll add and modify files, stage and commit changes, and then finally push to your remote.

Keep your virtual machines updated

35 Min 6 Unit

Learn to use Azure Update Management to update virtual machines, verify agent connectivity, and use Azure Log Analytics in your cloud environment.

Introduction to Azure Private Link

40 Min 6 Unit

Describe how Azure Private Link enables private connectivity to Azure services, including its features, how it works, and its use cases.

Set up Microsoft Intune

39 Min 11 Unit

After completing this module, you will have set up Microsoft Intune. Set up includes reviewing the supported configurations, signing up for Intune, adding users and groups, assigning licenses to users, and confirming the MDM authority.

Make decisions with JavaScript

14 Min 8 Unit

Learn the syntax for controlling data flow in JavaScript and its significance when used with Boolean data types.

Survey the Components of Azure Synapse Analytics

65 Min 12 Unit

Survey the Components of Azure Synapse Analytics

Deploy a Java EE (Jakarta EE) application to Azure

47 Min 9 Unit

Deploy a Java EE (Jakarta EE) application to JBoss EAP on Azure App Service and bind it to Azure Database for MySQL.

Choose the right disk storage for your virtual machine workload

24 Min 5 Unit

Azure provides a variety of disk storage options for virtual machine workloads. Identify the features of capabilities of each type to ensure your application performs optimally.

Create and connect to an Azure Database for PostgreSQL

49 Min 9 Unit

Azure Database for PostgreSQL is a fully managed relational database solution. Learn how - and when - to use it. You’ll review different configurations and features, create and develop a database, and query it from an ASP.NET app.

Tour the N-tier architecture style for your application

39 Min 5 Unit

Discover the benefits of a Resource Manager template to deploy an application in an N-tier architecture and review best practices for deployments of this style.

Solve optimization problems by using quantum-inspired optimization

40 Min 7 Unit

Learn how quantum-inspired algorithms mimic quantum physics to solve difficult optimization problems.

Perform advanced streaming data transformations with Apache Spark and Kafka in Azure HDInsight

46 Min 11 Unit

Perform advanced streaming data transformations with Apache Spark and Kafka in Azure HDInsight

Interactively debug .NET apps with the Visual Studio Code debugger

43 Min 8 Unit

Learn how to efficiently debug your .NET app by using Visual Studio Code to fix your bugs quickly. Use the interactive debugger within Visual Studio Code to analyze and fix your C# applications.

Learn how concurrency works in Go

43 Min 8 Unit

Understand more about concurrency, one of the most unique features in Go.

Introduction to Audio Classification with PyTorch

42 Min 5 Unit

Learn how to do audio classification with PyTorch.

Threat hunting with Azure Sentinel

65 Min 7 Unit

Threat hunting with Azure Sentinel

Declare and instantiate classes in TypeScript

67 Min 14 Unit

Learn how to declare and instantiate classes in TypeScript.

Enable automatic updates in a web application using Azure Functions and SignalR Service

55 Min 8 Unit

Update a web app's notification mechanism from polling to push-based architecture with SignalR Service, Azure Cosmos DB and Azure Functions. Use Vue.js and JavaScript to use SignalR using Visual Studio Code.

Create and manage Azure Sentinel workspaces

31 Min 8 Unit

Create and manage Azure Sentinel workspaces

Create an open-source program by using GitHub best practices

91 Min 6 Unit

Learn to create a successful open-source program by establishing contributor guidance, following proven processes, and leveraging community standards.

Connect IoT data to HoloLens 2 with Azure Digital Twin and Unity

112 Min 13 Unit

Stream simulated operational telemetry data from physical assets to Azure Digital Twin and visualize data in Unity and the HoloLens. Learn how to use an ARM template, create a user interface in Unity, and identify performance events before deploying to a HoloLens 2.

Discover how to foster an AI-ready culture in marketing

38 Min 6 Unit

Learn the necessary cultural changes for enterprise marketing organizations to make AI transformation successful, and how they fit into a holistic AI strategy.

Display relationships in Xamarin.Forms with master-detail navigation

60 Min 9 Unit

This module guides you through implementing drawer navigation and split view by using Xamarin.Forms MasterDetailPage and its MasterBehavior property.

Create a UI in Xamarin.Forms apps by using XAML

69 Min 9 Unit

In this module, learn how to define a UI by using Xamarin.Forms and Extensible Application Markup Language.

Introduction to Azure VMware Solution

21 Min 5 Unit

Learn about Azure VMware Solution to host your VMware workloads in Azure.

Automate Python deployments with Azure Pipelines

46 Min 6 Unit

Implement a CI/CD pipeline for Python.

Analyze text with the Text Analytics service

36 Min 5 Unit

Analyze text with the Text Analytics service

Prepare on-premises workloads for migration to Azure

35 Min 6 Unit

Prepare on-premises workloads for migration to Azure

Design a Modern Data Warehouse using Azure Synapse Analytics

62 Min 11 Unit

Design a Modern Data Warehouse using Azure Synapse Analytics

Manipulate and format string data for display in Python

31 Min 8 Unit

Use built-in features of the string class and other helper methods to control string data.

Understand common concepts in Rust

81 Min 14 Unit

Learn about Rust concepts such as variables, data types, structs, enums, functions, indexing, hash maps, and flow control.

Implement Storage Spaces and Storage Spaces Direct

60 Min 8 Unit

Implement Storage Spaces and Storage Spaces Direct

Deploy and manage Azure IaaS Active Directory domain controllers in Azure

39 Min 7 Unit

Deploy and manage Azure IaaS active directory domain controllers in Azure

Hunt for threats using notebooks in Azure Sentinel

31 Min 7 Unit

Hunt for threats using notebooks in Azure Sentinel

Ingest data with Apache Spark notebooks in Azure Synapse Analytics

42 Min 14 Unit

Ingest data with Apache Spark notebooks in Azure Synapse Analytics

Host your domain on Azure DNS

43 Min 7 Unit

Learn how to host your domain on Azure DNS.

Introduction to SQL Server on Linux

26 Min 6 Unit

In this module, you will learn about running SQL Server 2019 on Linux servers and containers.

Implement and manage external identities

60 Min 12 Unit

Implement and manage external identities

Implement change tracking and file integrity monitoring for Windows IaaS VMs

50 Min 9 Unit

Implement change tracking and file integrity monitoring for Windows IaaS VMs

Describe security capabilities of Azure Sentinel

21 Min 6 Unit

Describe security capabilities of Azure Sentinel

Set up a mixed reality project in Unity with the Mixed Reality Toolkit

44 Min 9 Unit

Import the Mixed Reality Toolkit (MRTK) into your Unity project to accelerate your mixed reality development. You can also deploy your project to a HoloLens.

Introduction to Azure Functions for IoT

27 Min 6 Unit

University of Oxford

Read text with the Computer Vision service

24 Min 5 Unit

Read text with the Computer Vision service

Introduction to Natural Language Processing with PyTorch

69 Min 8 Unit

Learn how to handle language and solve natural language processing tasks with PyTorch

Migrate to Azure through repeatable processes and common tools

66 Min 8 Unit

The Migrate methodology in the Cloud Adoption Framework guides you through migration to Azure by using repeatable processes and common tools.

Customize high-performance computing clusters deployed with Azure CycleCloud

122 Min 8 Unit

Azure CycleCloud templates offer a declarative provisioning model that helps you minimize administrative overhead associated with deploying and maintaining custom HPC environments in Azure.

Deploy and run a containerized web app with Azure App Service

46 Min 8 Unit

Discover how to create a Docker image and store it in the Azure Container Registry, then use Azure App Service to deploy a web application based on the image.

Automate Azure tasks using scripts with PowerShell

71 Min 9 Unit

Learn how to install Azure PowerShell on Linux, macOS, or Windows and then connect to Azure and manage your resources.

Create a SaaS offer for the commercial marketplace

34 Min 7 Unit

This module provides a high-level overview of SaaS offers in the commercial marketplace

Edit code through branching and merging in Git

55 Min 7 Unit

Level up your Git knowledge by learning how to keep code separate in branches, and how to merge them later.

Manage users and groups in Azure Active Directory

50 Min 7 Unit

Manage users and groups in Azure Active Directory

Deploy a Django application to Azure by using PostgreSQL

20 Min 8 Unit

Learn how to deploy a Django application.

Introduction to Azure NetApp Files

42 Min 6 Unit

Evaluate whether Microsoft Azure NetApp Files is appropriate for migrating and running your organization's file-based workloads.

Build and store container images with Azure Container Registry

49 Min 6 Unit

Learn how to use Docker to build, store, and manage private container images with the Azure Container Registry.

Use managed data stores in a cloud-native ASP.NET Core microservices app

57 Min 8 Unit

This module guides you through implementing Azure-managed data stores in an ASP.NET Core microservices app.

Introduction to Azure Cosmos DB SQL API

32 Min 6 Unit

In this module, you will learn the core features of Azure Cosmos DB SQL API and determine if it's a good fit for your projects.

Use Azure Synapse serverless SQL pools for transforming the data in the lake

18 Min 6 Unit

Use Azure Synapse serverless SQL pools for transforming the data in the lake

Describe security management capabilities of Microsoft 365

21 Min 7 Unit

Describe security management capabilities of Microsoft 365

Create a Windows virtual machine in Azure

51 Min 7 Unit

Learn to create an Azure virtual machine in minutes that can be used like a local physical desktop or server.

Set up a mixed reality project for Azure Digital Twins in Unity

34 Min 8 Unit

Get step-by-step guidance on how to set up and configure a mixed reality project in Unity for HoloLens 2. Learn about the Azure Digital Twins and SignalR services and common use cases for the Azure platform in Mixed Reality.

Get started with Vue

22 Min 7 Unit

Learn to create web apps by using Vue.js.

Declare variable types in TypeScript

38 Min 10 Unit

Learn about the available types and how to associate them with variables.

Automate DevOps processes by using GitHub Apps

68 Min 5 Unit

Learn to automate DevOps processes by using GitHub Apps that handle repetitive tasks, enforce team policies, and maintain a tidy repository.

Customize a SUSE Linux Enterprise Server virtual machine on Azure

37 Min 8 Unit

Deploy and customize a SUSE Linux Enterprise Server (SLES) on Azure virtual machine (VM) using YaST admin and zypper package management tools to add RPM packages. Learn how SUSE groups packages and reconciles package dependencies to help ensure you run the latest updates and versions. Practice using YaST and zypper to install a LAMP stack on a SLES Azure VM.

Choose a client application to use in a Privileged Access Workstation (PAW) with threat modeling

52 Min 6 Unit

Learn how to threat model a client application for security risks and find ways to reduce or eliminate them before installing it into a secured environment.

Discover the potential of Azure for government

24 Min 6 Unit

Discussion of the benefits of the public cloud for public sector agencies, with special attention to how Azure can be helpful to them.

Introduction to Cloud for Everyone

17 Min 8 Unit

Introduction to Cloud for Everyone

Persist and retrieve relational data with Entity Framework Core

64 Min 9 Unit

This module guides you through creating a data access project, connecting to a relational database, and writing CRUD queries.

Build a machine learning model

35 Min 10 Unit

In this module you focus on a local analysis of your data by using scikit-learn, and use a decision tree classifier to gain knowledge from raw weather and rocket launch data.

Populate slowly changing dimensions in Azure Synapse Analytics pipelines

29 Min 6 Unit

Populate slowly changing dimensions in Azure Synapse Analytics pipelines

Secure network connectivity on Azure

34 Min 9 Unit

Learn about the Azure services you can use to help ensure that your network is safe, secure, and trusted. Prepare for AZ-900.

Manage site reliability

35 Min 8 Unit

Learn how to manage site reliability.

Architect full-stack applications and automate deployments with GitHub

44 Min 6 Unit

In the language of your choice (Node.js, Python, or .NET), deploy an end-to-end solution to solve the real-world scenario of catching the bus. You'll learn how to architect a solution that uses Azure SQL Database, Azure Functions, Azure Static Web Apps, Logic Apps, Visual Studio Code, and GitHub Actions.

Create a language model with Language Understanding

39 Min 5 Unit

Create a language model with Language Understanding

Foundations of cloud computing for developers

80 Min 9 Unit

Carnegie Mellon University's Cloud Developer course. Discover what the cloud is, the history of cloud computing, what types of clouds are available, and how you might use the cloud.

Dynamically meet changing web app performance requirements with autoscale rules

47 Min 8 Unit

Respond to periods of high activity by incrementally adding resources, and then removing these resources when activity drops, to reduce costs.

Design your site recovery solution in Azure

44 Min 6 Unit

Protect your applications and data from disasters with a well-designed site recovery solution.

Virtualize memory

19 Min 6 Unit

Carnegie Mellon University's Cloud Developer course. Learn how memory is virtualized to support cloud resources. Covers different types of memory mapping and related issues.

Deploy serverless APIs with Azure Functions, Logic Apps, and Azure SQL Database

43 Min 8 Unit

In the language of your choice (Node.js, Python, or .NET), learn how to deploy an Azure Function that adds real-time data to an Azure SQL Database and triggers an Azure Logic App for notifications, all with GitHub Actions for CI/CD.

Implement Azure App Service on Kubernetes with Arc

62 Min 8 Unit

Azure App Service on Kubernetes with Azure Arc enables implementation of Azure application-platform services on customer-managed, Arc-onboarded Kubernetes clusters. Azure App Service is one you can implement.

Optimize data warehouse query performance in Azure Synapse Analytics

62 Min 12 Unit

Optimize data warehouse query performance in Azure Synapse Analytics

Describe concepts of relational data

19 Min 6 Unit

Describe concepts of relational data

Provide context with the right depth layer

26 Min 7 Unit

Threat models can get complex if all parties involved cannot agree on a data-flow diagram depth layer that provides enough context to satisfy requirements

Improve incident response with alerting on Azure

53 Min 9 Unit

Respond to incidents and activities in your infrastructure through alerting capabilities in Azure Monitor.

Explore and analyze time-stamped data with Time Series Insights

37 Min 5 Unit

Azure Time Series Insights allows you to collect, process, store, analyze, and query data at Internet Of Things (IoT) scale. Learn how to deploy this service and use it to gain insights from data generated by IoT devices.

Orchestrate machine learning with pipelines

55 Min 10 Unit

Orchestrate machine learning with pipelines

Introduction to .NET

28 Min 7 Unit

Start learning about .NET. Understand what .NET is and how it works. Quickly build a small app in a web-based .NET environment.

Improve your reliability with modern operations practices: Learning from failure

34 Min 8 Unit

Learn about post-incident reviews, a practice necessary to help you sustainably achieve the appropriate level of reliability in your systems, services, and products.

Implement logging in a .NET Framework ASP.NET web application

24 Min 5 Unit

Learn how to implement logging in an ASP.NET web application so you can store log data in Azure Blob storage and incorporate log information into Azure Application Insights performance data.

Dynamic page displays with Vue.js

15 Min 7 Unit

Learn how to use dynamic rendering with Vue.js.

Discover Microsoft safety guidelines for responsible conversational AI development

36 Min 9 Unit

Learn Microsoft development guidelines for fair and secure responsible conversational AI.

Support data classification with private and hybrid clouds

20 Min 7 Unit

Discussion of the private and hybrid cloud solutions for government customers to enforce data sovereignty, meet compliance requirements, and protect sensitive data.

Create a user interface (UI) for Windows 10 apps

60 Min 4 Unit

Learn the fundamentals of creating UI for Windows 10 apps, combining elements to create the UI that you want on either UWP or WPF platforms.

Create, configure, and manage identities

35 Min 11 Unit

Create, configure, and manage identities

Introduction to Azure Arc

37 Min 7 Unit

Introduction to Azure Arc

Develop and configure an ASP.NET application that queries an Azure SQL database

50 Min 6 Unit

Create an Azure SQL database to store data for an application, and create an ASP.NET application to query data from the database.

Work with Azure Machine Learning to deploy serving models

23 Min 4 Unit

Work with Azure Machine Learning to deploy serving models

Implement Azure Backup for SAP workloads on Azure VMs

20 Min 6 Unit

Implement Azure Backup for SAP workloads on Azure VMs

Create a virtual machine offer for the commercial marketplace

31 Min 7 Unit

This module provides a high-level overview of VM offers in the commercial marketplace

Use data loading best practices in Azure Synapse Analytics

57 Min 12 Unit

Use data loading best practices in Azure Synapse Analytics

Perform actions on a device using Microsoft Defender for Endpoint

35 Min 7 Unit

Perform actions on a device using Microsoft Defender for Endpoint

Introduction to Azure Remote Rendering

28 Min 6 Unit

Azure Remote Rendering enables you to render high-quality, interactive 3D content in the cloud. You can stream this content in real time to devices, such as the HoloLens 2.

Improve the developer experience of an API with Swagger documentation

38 Min 7 Unit

Learn how to document an existing API, written in C#/ASP.NET Core, using Swashbuckle, Swagger/OpenAPI, and Swagger UI.

Handle errors in Rust

34 Min 8 Unit

In this module, you'll learn about ways to handle errors in Rust.

Introduction to Azure fundamentals

38 Min 8 Unit

This module introduces you to the basics of Azure. Prepare for AZ-900.

Learn how to use Solidity

44 Min 8 Unit

Discover how Solidity can help you program smart contracts for the Ethereum blockchain platform.

Orchestrate containers on Windows Server using Kubernetes

65 Min 9 Unit

Orchestrate containers on Windows Server using Kubernetes

Implement initial configuration of Azure Active Directory

53 Min 10 Unit

Implement initial configuration of Azure Active Directory

Enterprise-scale architecture organizational design principles

34 Min 5 Unit

Enterprise-scale architecture organizational design principles

Explore the art world by using RESTful APIs

38 Min 10 Unit

Learn about how to build a basic API, how to query APIs, and authentication strategies in Python and JavaScript while discovering unique art by using museum APIs.

Choose the best Azure landing zone to support your requirements for cloud operations

89 Min 8 Unit

Azure landing zones help accelerate how you configure your environment to meet your operational requirements.

Analyze images of rocks by using artificial intelligence

24 Min 8 Unit

Identify data to add to an artificial intelligence model that classifies space rocks in random photos.

Create a multistage pipeline by using Azure Pipelines

73 Min 8 Unit

Design and create a realistic release pipeline that promotes changes to various testing and staging environments.

Rapidly develop and deploy Java apps using GitHub Actions or Azure Pipelines

30 Min 7 Unit

Create a Terraform configuration, provision your Azure resources, and set up your project for continuous integration and continuous delivery (CI/CD) by using either GitHub Actions or Azure Pipelines.

Work with mutable and partial data in Azure Cache for Redis

65 Min 8 Unit

Learn how to create transactions, manage memory, and use the cache-aside pattern with Azure Cache for Redis

Define generics in TypeScript

46 Min 8 Unit

Learn how to define generics in TypeScript.

Threat response with Azure Sentinel playbooks

52 Min 7 Unit

Provide an introduction to implementing threat response with Azure Sentinel playbooks.

Choose a data storage approach in Azure

30 Min 6 Unit

Learn how using Azure Storage, Azure SQL Database, and Azure Cosmos DB - or a combination of them - for your business scenario is the best way to get the most performant solution.

Introduction to Linux on Azure

16 Min 6 Unit

Discover the unique benefits of running Linux on Azure, and how to run Linux-based applications and workloads in the cloud with Azure.

Import standard library modules to add features to Python programs

20 Min 6 Unit

Explore the Python standard library, how to add a module to your program, and how to download third-party packages.

Monitor models with Azure Machine Learning

39 Min 6 Unit

Monitor models with Azure Machine Learning

Search and organize repository history by using GitHub

38 Min 5 Unit

Learn to search and organize repository history by using filters, blame, and cross-linking on GitHub.

Iterate through code blocks by using the while statement

29 Min 9 Unit

Use the `while` statement and related Python code constructs to add looping logic to your programs.

Introduction to Python

16 Min 8 Unit

Learn about the Python programming language, how to execute statements and scripts, declare variables, and create a basic Python app.

Train and evaluate regression models

59 Min 4 Unit

Regression is a commonly used kind of machine learning for predicting numeric values.

Explain machine learning models with Azure Machine Learning

47 Min 8 Unit

Explain machine learning models with Azure Machine Learning

Classify types of space rocks in random photos by using artificial intelligence

44 Min 9 Unit

Learn how to build an AI model to predict types of space rocks in images. Train and test your model by using random photos.

Describe Azure Databricks

53 Min 7 Unit

Describe Azure Databricks