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

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.

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

Learn how to recognize and synthesize speech by using Azure Cognitive Services.

Getting started with the Microsoft Cloud Adoption Framework for Azure

43 Min 5 Unit

CAF getting started. 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.

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.

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.

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 and Visual Studio Code to make a simple program to count the number of each type of space rock.

Deploy to multiple Azure environments by using ARM template features

39 Min 9 Unit

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

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

15 Min 5 Unit

Describe endpoint security with Microsoft Intune

Describe security concepts and methodologies

24 Min 8 Unit

Describe security concepts and methodologies

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

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.

Understand the normal curve

65 Min 9 Unit

Learn about the normal curve

Integrate Azure Databricks with other Azure services

33 Min 5 Unit

Integrate Azure Databricks with other Azure services

Introduction to Azure Sentinel

29 Min 6 Unit

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

Translate speech with the speech service

18 Min 6 Unit

Perform speech translation tasks with the speech service to translate spoken text to different languages.

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.

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

36 Min 8 Unit

This module shows how you can track global air quality using the Azure Maps Web SDK and pollution data from a third-party air quality API.

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

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.

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

38 Min 8 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.

Migrate on-premises MongoDB databases to Cosmos DB

19 Min 7 Unit

Migrate MongoDB workloads 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

55 Min 6 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.

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.

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.

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

42 Min 6 Unit

"Migrate on-premises MySQL to Azure Database for MySQL"

Automate the deployment of ARM templates by using GitHub Actions

66 Min 9 Unit

Learn how to deploy 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.

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.

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.

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.

Introduction to Python using the datascience library

88 Min 16 Unit

Learn about Python expressions, functions, basic data types(numbers, strings), and comparisons

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.

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.

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.

Provision databases in Azure Pipelines

62 Min 8 Unit

Provision databases in Azure Pipelines

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.

Migrate Cassandra workloads to Cosmos DB

14 Min 7 Unit

Migrate Cassandra workloads to Cosmos DB

Detect objects in images with the Custom Vision service

39 Min 5 Unit

Object detection is a form of computer vision in which artificial intelligence (AI) agents can identify and locate specific types of object in an image or camera feed.

Install coding tools for Python development

40 Min 11 Unit

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

Design a bot conversation flow

32 Min 8 Unit

Learn the principles of good bot design and implement conversational flows, knowledge bots, and how to hand-off interactions to a human.

Output from Azure Digital Twins to Downstream Services

52 Min 8 Unit

In this module, you will get to learn about how Azure Digital twins use event routes to send data to consumers outside the service.

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.

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.

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.

Ingest Data into Azure Digital Twins

36 Min 9 Unit

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

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

Automate Java container deployments with Azure Pipelines

56 Min 6 Unit

Implement a CI/CD pipeline for Java containers.

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.

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

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.

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.

Explore Azure compute services

52 Min 9 Unit

Learn about the different services that are available in Azure compute.

Explore core data concepts

25 Min 6 Unit

Explore core data concepts

Create a chat bot to help students learn with Azure Bot Service

76 Min 10 Unit

Learn how to build responsible conversational UI by using bots.

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.

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

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

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.

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

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.

Create a classification model with Azure Machine Learning designer

60 Min 10 Unit

Create a classification model with Azure Machine Learning designer

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.

Assess your existing software development process

19 Min 5 Unit

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

Describe security management capabilities of Azure

27 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.

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

Core Cloud Services - Azure networking options

28 Min 5 Unit

Get acquainted with Azure networking basics to find out how Azure networking helps improve resiliency and reduce latency.

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.

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.

Azure Kubernetes Service Workshop

145 Min 11 Unit

In this workshop, you'll go through tasks to deploy a multicontainer application to Kubernetes on Azure Kubernetes Service (AKS).

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

26 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

27 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 what space rocks are, where they are found, and why they're a valuable focus of 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.

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.

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

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.

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.

Create tokens using OpenZeppelin

31 Min 8 Unit

Learn about the significance of tokens and how they are used in blockchain.

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.

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.

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.

Introduction to Kubernetes

53 Min 7 Unit

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

Introduction to Git

75 Min 9 Unit

Use Git to track changes and collaborate with other developers

Deploy Azure infrastructure by using ARM templates

43 Min 7 Unit

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

Create an Azure Cognitive Search solution

46 Min 11 Unit

Unlock the hidden insights in your data with Azure Cognitive Search.

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.

Integrate SQL and Apache Spark pools in Azure Synapse Analytics

36 Min 12 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.

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.

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.

Implement compliance controls for sensitive data

35 Min 7 Unit

Implement compliance controls for sensitive data

Describe Microsoft security and compliance principles

18 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

24 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.

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

25 Min 5 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

46 Min 7 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.

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

58 Min 9 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.

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

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

30 Min 8 Unit

Explore the authentication capabilities of Azure AD

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

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.

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.

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.

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.

Create a knowledge store with Azure Cognitive Search

48 Min 10 Unit

Learn how to persist the output from an Azure Cognitive Search enrichment pipeline for independent analysis or downstream processing.

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.

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.

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.

Describe the compliance management capabilities in Microsoft

31 Min 7 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

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

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

18 Min 5 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.

Test hypothesis by simulating statistics

60 Min 7 Unit

learn how to test hypothesis by simulating statistics

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.

Leverage GitHub Actions to publish to GitHub Packages

38 Min 7 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.

Configure infrastructure in Azure Pipelines

62 Min 11 Unit

Run configuration management tools in Azure Pipelines to help keep your infrastructure configured as you need.

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.

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

There's a secret message that needs a code cracker to find the truth. Learn how to solve the code mystery to reveal a location inspired by the WONDER WOMAN 1984 film. 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.

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.

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 in Visual Studio Code

37 Min 9 Unit

Learn the basics of Python.

Automate development tasks by using GitHub Actions

36 Min 5 Unit

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

Recognize specific voices with the Speaker Recognition APIs in Azure Cognitive Services

52 Min 10 Unit

This module guides you through learning about speaker recognition and how to use the Speaker Recognition APIs to identify specific people through their voices.

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

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.

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.

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

43 Min 12 Unit

Refactor Node.js and Express APIs from a server-based architecture to serverless APIs with Azure Functions. Create a new Azure Functions application with TypeScript/JavaScript using Visual Studio Code.

Introduction to rocket launches

42 Min 10 Unit

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

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.

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

This module provides details on the important steps prior to deploying SAP workloads to Azure: project preparation and planning, pilot, non-production, production preparation, go live, and post production.

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

23 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.

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.

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.

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.

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

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.

Receive data with Azure Data Share and transforming with Azure Data Factory

39 Min 13 Unit

Learn how to ingest data from Azure Data Share into Azure Data Factory pipelines to build automated ingestion pipelines.

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.

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.

Help remote farmers protect their crops with text message weather alerts using Azure Functions

35 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

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.

Build a bot with QnA Maker and Azure Bot Service

29 Min 5 Unit

Learn how to create a bot that answers frequently asked questions.

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.

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.

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

AP HANA on Azure (Large Instances) provides virtual machines for deploying and running SAP HANA. This module explores the SAP HANA on Azure (Large Instances) solution that builds on assigned, non -shared host/server bare -metal hardware.

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.

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.

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.

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.

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.

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.

Characterize DevOps Continuous Collaboration and Continuous Improvement

17 Min 5 Unit

Explore two capabilities in the DevOps taxonomy, 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

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

54 Min 5 Unit

Create two deployment workflows using GitHub Actions and Microsoft Azure.

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.

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

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.

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.

Describe threat protection with Microsoft 365 Defender

24 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.

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.

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.

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.

Describe resource governance capabilities in Azure

23 Min 7 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

47 Min 8 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.

Manage build dependencies with Azure Artifacts

59 Min 9 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.

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.

Describe SQL Server query plans

64 Min 7 Unit

Describe SQL Server query plans

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.

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.

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

41 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

33 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.

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.

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.

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 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.

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 an enrichment pipeline with Azure Cognitive Search

61 Min 13 Unit

Use the power of artificial intelligence to enrich your data and find new insights.

Protecting, monitoring and tuning a migrated database

46 Min 7 Unit

Protecting, monitoring, and tuning a migrated database

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.

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.

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 WebAssembly and Visual Studio Code

45 Min 8 Unit

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

Compare two samples by bootstrapping

84 Min 11 Unit

Learn how to test hypothesis about samples using bootstrapping

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

Image classification is a common workload in artificial intelligence (AI) applications. It harnesses the predictive power of machine learning to enable AI systems to identify real-world items based on images.

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.

Build a simple website using HTML, CSS, and JavaScript

47 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.

Get started with Azure DevOps

25 Min 5 Unit

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

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.

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.

Survey the Components of Azure Synapse Analytics

65 Min 12 Unit

Survey the Components of Azure Synapse Analytics

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

30 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.

Threat hunting with Azure Sentinel

65 Min 7 Unit

Threat hunting with Azure Sentinel

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 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.

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.

Automate Python deployments with Azure Pipelines

46 Min 6 Unit

Implement a CI/CD pipeline for Python.

Analyze text with the Text Analytics service

29 Min 5 Unit

The Text Analytics service is a cloud-based service that provides advanced natural language processing over raw text for sentiment analysis, key phrase extraction, named entity recognition, and language detection.

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

56 Min 10 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.

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

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 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

18 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 into your Unity project to accelerate your mixed reality development.

Introduction to Azure Functions for IoT

27 Min 6 Unit

University of Oxford

Read text with the Computer Vision service

24 Min 5 Unit

Optical character recognition (OCR) enables artificial intelligence (AI) systems to read text in images, enabling applications to extract information from photographs, scanned documents, and other sources of digitized text.

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.

Edit code through branching and merging in Git

50 Min 6 Unit

Level up your Git knowledge by learning about how to keep code separate using 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

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 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.

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.

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.

Secure network connectivity on Azure

32 Min 9 Unit

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

Manage site reliability

35 Min 8 Unit

Learn how to manage site reliability.

Create a language model with Language Understanding

39 Min 5 Unit

In this module, we'll introduce you to Language Understanding Intelligent Service (LUIS) and show how to build and publish a LUIS model.

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.

Optimize data warehouse query performance in Azure Synapse Analytics

36 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.

Discover Microsoft safety guidelines for responsible conversational AI development

36 Min 9 Unit

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

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.

Scan open source components for vulnerabilities and license ratings in Azure Pipelines

38 Min 6 Unit

Scan open-source components for security vulnerabilities and assess their license ratings when your application builds in Azure Pipelines.

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

Use data loading best practices in Azure Synapse Analytics

36 Min 12 Unit

Use data loading best practices in Azure Synapse Analytics

Improve the developer experience of an API with Swagger documentation

33 Min 6 Unit

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

Introduction to Azure fundamentals

38 Min 8 Unit

This module introduces you to the basics of Azure.

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

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 cloud operations requirements

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 module 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.

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

Create a user interface with decentralized apps

36 Min 7 Unit

Learn about decentralized apps and how to build your own.

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

67 Min 10 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 AI

29 Min 9 Unit

Learn how to build and train an AI model to predict types of space rocks in photos, and then test the model.

Describe Azure Databricks

53 Min 7 Unit

Describe Azure Databricks

Threat detection with Azure Sentinel analytics

70 Min 9 Unit

Threat detection with Azure Sentinel analytics

Applications and infrastructure migration and modernization

43 Min 9 Unit

Every modern business is powered by applications, such as internal procurement applications, Customer Relationship Management (CRM) systems, retail websites, and third-party products. As your business prepares for digital transformation, it’s important to begin modernizing and migrating your applications and infrastructure to the cloud. Azure is a key component of that process. You can choose to migrate, modernize, or build cloud native solutions depending on your business goals and how you assess your application portfolio. This is a strategic decision. You’ll be able to choose the path that’s right for your organization.

Automate Azure Functions deployments with Azure Pipelines

46 Min 6 Unit

Implement a CI/CD pipeline for Azure Functions.

Analyze DevOps Continuous Planning and Continuous Integration

22 Min 5 Unit

Explore the first two capabilities in the DevOps taxonomy, Continuous Planning and Continuous Integration.

Track wild polar bears with AI

82 Min 8 Unit

Detect and track polar bears through photos using AI, and then use Power BI to show where cameras spot polar bears.

Predict meteor showers by using Python and Visual Studio Code

49 Min 10 Unit

Learn how to use concepts from machine learning to predict the occurrence of meteor showers (or Moon Goddess tears).

Monitor and troubleshoot your end-to-end Azure network infrastructure by using network monitoring tools

37 Min 6 Unit

Learn how to investigate and diagnose problems in your Azure virtual networks by using Network Watcher and other tools.

Enterprise-scale architecture operational design principles

44 Min 5 Unit

Learn how to operationalize an Azure enterprise estate by using centralized management to enable the organization's path to the cloud.

Assess and convert SQL Server databases using the Data Migration Assistant (DMA)

39 Min 9 Unit

Assess and convert SQL Server databases using the Data Migration Assistant (DMA)

Introduction to AI technology

37 Min 7 Unit

Learn the primary concepts and technologies of AI, and how Microsoft is turning the latest AI into tools, products, and services that organizations can leverage

Migrate your repository by using GitHub best practices

43 Min 5 Unit

Learn to move your existing project to GitHub from a legacy version control system.

Monitor and manage data engineering workloads with Apache Spark in Azure Synapse Analytics

21 Min 7 Unit

Monitor and manage data engineering workloads with Apache Spark in Azure Synapse Analytics

Capture Web Application Logs with App Service Diagnostics Logging

55 Min 8 Unit

Learn about how to capture trace output from your Azure web apps. View a live log stream and download logs files for offline analysis.

Run a background task in an App Service Web App with WebJobs

39 Min 7 Unit

In this module, we'll guide you through creating a WebJob in the same project as an existing Web App and automating tasks with WebJobs.

Store and retrieve data using literal and variable values in C#

26 Min 9 Unit

Use data in your applications by creating literal values and variable values of different data types.

Migrate SQL workloads to Azure virtual machines

28 Min 6 Unit

Migrate SQL workloads to Azure virtual machines

Translate text and speech

29 Min 5 Unit

Automated translation capabilities in an AI solution enables closer collaboration by removing language barriers.

Extend your on-premises file share capacity using Azure File Sync

76 Min 12 Unit

Evaluate and deploy Azure File Sync to extend the capacity of your on-premises file share.

Protect your Azure infrastructure with Azure Site Recovery

59 Min 9 Unit

Provide disaster recovery for your Azure infrastructure by managing and orchestrating replication, failover, and failback of Azure virtual machines with Azure Site Recovery.

Allow users to reset their password with Azure Active Directory self-service password reset

31 Min 6 Unit

Learn how to allow users to reset their password with Azure Active Directory self-service password reset.

Automate machine learning model selection with Azure Machine Learning

25 Min 7 Unit

Automate machine learning model selection with Azure Machine Learning

Secure access to your applications by using Azure identity services

17 Min 6 Unit

Learn how Azure Active Directory, single sign-on (SSO), multifactor authentication, and Conditional Access can help you manage and secure identities on Azure.

Schedule tasks using SQL Server Agent

56 Min 8 Unit

Schedule tasks using SQL Server Agent

Train a machine learning model with Azure Machine Learning

40 Min 7 Unit

Train a machine learning model with Azure Machine Learning

Create multi-page Xamarin.Forms apps with stack and tab navigation

55 Min 7 Unit

This module guides you through choosing stack or tab navigation for your app, how to implement your choice, and how to use modal pages to display transitory content.

Secure your Azure virtual machine disks

61 Min 8 Unit

Explore the options for Azure disk encryption to encrypt OS and data disks on existing and new virtual machines.

Introduction to Azure Sphere

30 Min 6 Unit

University of Oxford

Introduction to Xamarin.Android

59 Min 9 Unit

Create fully native Android apps to take advantage of the power, features, and performance of the Android platform.

Analyze costs and create budgets with Azure Cost Management

40 Min 7 Unit

Learn how to use cost analysis to understand how your costs accrue each month.

Create serverless logic with Azure Functions

36 Min 6 Unit

Azure Functions allow you to host business logic that can be executed without managing or provisioning server infrastructure

Core Cloud Services - Set up CORS for your website and storage assets

60 Min 10 Unit

Set up Cross-Origin Resource Sharing (CORS) for your Azure website and storage assets in order to allow cross-domain access to your resources.

Top 5 security items to consider before pushing to production

45 Min 7 Unit

Learn about the Site Reliability Engineering approach to the challenge of assuring reliability and gain a better understanding of why it matters.

Introduction to Azure Kubernetes Service

25 Min 6 Unit

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

Branch the flow of code using the switch-case construct in C#

17 Min 6 Unit

Learn how to add branching logic that matches one variable or expression against many possible values.

Microsoft Azure Well-Architected Framework - Security

62 Min 8 Unit

Discover the tools that Azure provides to help you design a secure environment throughout your infrastructure, data, network, and applications.

Set up rules and take action on telemetry data in Azure IoT Central

46 Min 7 Unit

This module builds an IoT Central app to monitor and command a refrigerated truck. We build the IoT Central app from a downloaded JSON file, defining all the device capabilities. Source code is also downloaded for the device app. The focus of this module is on creating rules and actions, to respond to certain telemetry input. Rules and actions enable greater automation of an IoT Central system.

Virtualize I/O

21 Min 5 Unit

Carnegie Mellon University's Cloud Developer course. Learn about how computer input/output is virtualized. Covers I/O basics and a case study of virtualizing I/O.

Save money with Azure Reserved Instances

34 Min 9 Unit

Learn how to use plan for, buy, and manage Azure reservations to save money.

Use recommended tools to create a data-flow diagram

18 Min 5 Unit

You can use any canvas, physical or virtual, to create a data-flow diagram. Engineers at Microsoft recommend three tools to help you in your threat modeling journey.

Create custom controls with Xamarin.Forms renderers

50 Min 9 Unit

Extend the built-in functionality of Xamarin.Forms by modifying existing controls and creating new custom controls.

Implement feature flags in a cloud-native ASP.NET Core microservices app

52 Min 7 Unit

This module guides you through implementing a feature flag in an ASP.NET Core microservices app using Azure App Configuration.

Simulate and generate empirical distributions in Python

76 Min 11 Unit

Learn how to simulate and generate empirical distributions in Python

Access Metrics from your Azure Blob Storage Containers Programmatically

42 Min 6 Unit

Discover how to use Azure Monitor to gather performance metrics and then configure and access those metrics from .NET application code.

Introduction to the Azure Machine Learning SDK

60 Min 8 Unit

Introduction to the Azure Machine Learning SDK

Secure and isolate access to Azure resources by using network security groups and service endpoints

43 Min 6 Unit

Find out how Azure network security groups and service endpoints help you secure your virtual machines and Azure services from unauthorized network access.

Manage complex cloud deployments by using advanced ARM template features

50 Min 11 Unit

Use advanced constructs in Azure Resource Manager to manage complex scenarios such as deployment order, conditional deployments, and secrets.

Build a cloud governance strategy on Azure

48 Min 12 Unit

Learn how to access policies, resource locks, and tags, as well as how Azure services such as Azure Policy and Azure Blueprints can help you build a comprehensive cloud governance strategy.

Understand big data engineering with Apache Spark in Azure Synapse Analytics

18 Min 6 Unit

Understand big data engineering with Apache Spark in Azure Synapse Analytics

Export large amounts of data from Azure by using Azure Import/Export

24 Min 5 Unit

Learn how and when to use Azure Import/Export to copy large amounts of data from Azure

Prepare to research space rocks by using artificial intelligence

29 Min 9 Unit

Learn about the scientific research of space rocks and how artificial intelligence can enhance research.

Pitch your product prototype

44 Min 7 Unit

Write a compelling pitch deck for your product prototype that will resonate with your audience and share the vision of your prototype.

Extend ARM templates by using deployment scripts

33 Min 7 Unit

Learn how to add custom steps to your Azure Resource Manager (ARM) templates by using deployment scripts.

Secure a data warehouse in Azure Synapse Analytics

30 Min 10 Unit

Secure a data warehouse in Azure Synapse Analytics

Introduction to App Center

49 Min 9 Unit

Explore Azure App services to find ways to simplify creation and integration as you build, distribute, test, and analyze usage of yours apps.

Describe lazy evaluation and other performance features in Azure Databricks

33 Min 7 Unit

Describe lazy evaluation and other performance features in Azure Databricks

Learn the data science method

34 Min 6 Unit

Learn about the history and motivation behind data science

Define an AI strategy to create business value in financial services

45 Min 7 Unit

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

Introduction to Azure solutions

26 Min 6 Unit

Get started with your digital transformation by exploring why now is the right time to begin, why Azure is the right platform, and how Azure can bring overall value to your organization. We'll demonstrate key scenarios that illustrate how digital transformation with Azure can empower employees, engage customers, optimize operations, and transform products.

Create a release pipeline in Azure Pipelines

64 Min 9 Unit

Set up a continuous delivery (CD) pipeline that automates the process of deploying your application.

Create your first Q# program by using the Quantum Development Kit

48 Min 8 Unit

Get started with Q# programming by building a quantum random number generator.

Convert data types using casting and conversion techniques in C#

36 Min 9 Unit

Take control of the data in your applications, knowing when to apply the correct technique to change data types as needed.

Deploy and configure servers, instances, and databases for Azure SQL

74 Min 9 Unit

Deploy and configure servers, instances, and databases for Azure SQL

Build continuous integration (CI) workflows by using GitHub Actions

55 Min 5 Unit

Learn how to create workflows that enable you to use Continuous Integration (CI) for your projects.

Implement Windows Server IaaS VM IP addressing and routing

53 Min 10 Unit

Implement Windows Server IaaS VM IP addressing and routing

Configure BitLocker disk encryption for Windows IaaS Virtual Machines

35 Min 8 Unit

You'll be able to configure Azure Disk Encryption for Windows IaaS VMs and back up and recover encrypted data.

Run an IoT Edge device in a restricted network and offline

125 Min 9 Unit

This module is theoretical and will walk you through how an IoT Edge device can be harnessed as a gateway to child devices and can store captured information if connectivity is unavailable.

Automate Docker container deployments with Azure Pipelines

46 Min 6 Unit

Implement a CI/CD pipeline for Docker containers.

Create and connect to a Data Science Virtual Machine

52 Min 8 Unit

Learn how to create and connect to an Azure-based virtual machine preloaded with data science and machine learning tools.

Share cloud resources

54 Min 9 Unit

Carnegie Mellon University's Cloud Developer course. Get an introduction to virtualization, one of the many technologies that power the cloud. Learn what virtualization is, its benefits, and how cloud resources are shared.

Introduction to Java on Azure

37 Min 8 Unit

In this module, you'll begin to discover the opportunities for Java developers on Azure.

Understand the importance of building an AI-ready culture

49 Min 7 Unit

Understand the key elements that make a culture AI-ready and a framework to drive the change needed in your organization for a successful AI strategy.

Set up an IoT Edge Gateway

100 Min 10 Unit

This module is theoretical and will walk you through how an IoT Edge device can be used as a gateway.

Introduction to Azure hybrid cloud services

74 Min 9 Unit

Get an introductory overview of hybrid cloud technologies and how you can connect an on-premises environment to Azure in a way that works best for your organization.

Develop Java web app on Azure using Maven

54 Min 8 Unit

Use the Maven plugin for Azure App Service to develop a Java web app and deploy the app to Azure.

Monitor performance of virtual machines by using Azure Monitor for VMs

48 Min 6 Unit

Learn how to use Azure Monitor for VMs to monitor your organization's Azure virtual machines.

Automate cloud resource management

55 Min 7 Unit

Cloud Admin course from Dr. Majd Sakr at Carnegie Mellon University. Learn about how to automate cloud resource management with scripts and infrastructure-as-code tools like Terraform.

Move large amounts of data to the cloud by using Azure Data Box family

25 Min 5 Unit

Learn how to move large amounts of data to the cloud by using Azure Data Box devices.

Describe information protection and governance capabilities of Microsoft 365

39 Min 9 Unit

Describe information protection and governance capabilities of Microsoft 365

Introduction to Hyperscale (Citus) on Azure Database for PostgreSQL

46 Min 9 Unit

When your database is small, it’s easy to throw more hardware at the problem and scale up. As these tables grow, you need to think about other ways to scale your database. Azure Database for PostgreSQL Hyperscale (Citus) transforms open-source PostgreSQL into a distributed database solution, reliably and securely managed on Azure.

Design your migration to Azure

44 Min 6 Unit

Minimize the time and resources required to migrate your on-premises environment to Azure. Assess your current systems with Azure Migrate, and migrate them with Azure Migrate and Azure Database Migration Service.

Connect your on-premises network to the Microsoft global network by using ExpressRoute

40 Min 5 Unit

Connect your on-premises systems and users to Azure and Office 365 by using ExpressRoute for private, dedicated, and guaranteed throughput connectivity.

Build applications on the cloud

81 Min 9 Unit

Carnegie Mellon University's Cloud Developer course. Learn how developers write programs that run on the cloud, including how to deploy, be fault-tolerant, load balance, scale, and deal with latency.

Scale multiple Azure SQL Databases with SQL elastic pools

39 Min 7 Unit

Learn how to create SQL elastic pools and how to use them to manage performance and cost for a collection of SQL databases.

Discover how to foster an AI-ready culture in sales

38 Min 6 Unit

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

Introduction to Azure Cognitive Search

53 Min 9 Unit

Explore Azure Cognitive Search to discover how to create an index, import data, and query the index for better search results.

Distributed computing on the cloud: Spark

65 Min 7 Unit

Carnegie Mellon University's cloud developer course. Spark is an open-source cluster-computing framework with different strengths than MapReduce has. Learn about how Spark works.

Build a Node.js app for Azure Cosmos DB in Visual Studio Code

59 Min 8 Unit

Build a database app to store and query data in Azure Cosmos DB by using Visual Studio Code, Node.js and JavaScript.

Control authentication for your APIs with Azure API Management

55 Min 7 Unit

Discover how to protect your APIs from unauthorized use with API keys and client certificate authentication.

Provision and manage cloud services

41 Min 7 Unit

Cloud Admin course from Dr. Majd Sakr at Carnegie Mellon University. Learn about the different types of resources available on the cloud and the technology behind how they work.

Perform Zero ETL analytics with HDInsight Interactive Query

56 Min 9 Unit

Perform Zero ETL analytics with HDInsight Interactive Query

Deploy Azure SQL Database

68 Min 8 Unit

Deploy Azure SQL Database

Manage enterprise security in HDInsight

37 Min 8 Unit

Manage enterprise security in HDInsight

Introduction to the Open source Analytics Offering

31 Min 6 Unit

Introduction to the Open source Analytics Offering

Define an AI strategy to create business value in healthcare

40 Min 7 Unit

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

Analyze images with the Computer Vision service

28 Min 5 Unit

The Computer Vision service enables software engineers to create intelligent solutions that extract information from images; a common task in many artificial intelligence (AI) scenarios.

Perform operations on arrays using helper methods in C#

39 Min 10 Unit

Use powerful helper methods to manipulate and control the content of arrays.

Control variable scope and logic using code blocks in C#

26 Min 8 Unit

Use code blocks with more confidence, understanding how they impact the visibility and accessibility of both higher and lower-level constructs in your code.

Describe performance monitoring

52 Min 8 Unit

Describe performance monitoring

Which WONDER WOMAN 1984 character are you most like?

50 Min 9 Unit

Which WONDER WOMAN 1984 character are you most like? Use Python to build a quiz to share with your friends by using Boolean commands and conditionals.

Implement hybrid backup and recovery with Windows Server IaaS

61 Min 10 Unit

You'll learn about Azure Backup before learning to implement Recovery Vaults and Azure Backup Policies. You’ll learn to implement Windows IaaS VM recovery, perform backup and restore of on-premises workloads, and manage Azure VM backups.

Fundamentals of computer networking

47 Min 6 Unit

You'll learn the fundamental principles of computer networking to prepare you for the Azure admin and developer learning paths.

Plan and deploy Azure Stack HCI

54 Min 7 Unit

This module introduces you to planing for and deploying Azure Stack HCI. Content includes identifying suitable workloads, determining the optimal configuration to host these workloads, stepping through the deployment process, validating post-deployment operational status, and evaluating Azure integration options.

Store local data with SQLite in a Xamarin.Forms app

61 Min 7 Unit

This module guides you through building a Xamarin.Forms application that stores data locally in a SQLite database.

Introduction to Azure Government

80 Min 9 Unit

Learn how to use Azure Update Management to update virtual machines, verify agent connectivity, and use Azure log analytics in your cloud environment.

Getting started with Visual Studio for Windows 10 app development

65 Min 5 Unit

Learn how to use Visual Studio in GitHub to create, debug, and deploy Windows 10 applications with themes, refactoring, and code snippets.

Get started with AI on Azure

34 Min 10 Unit

Get started with AI on Azure

Modify the content of strings using built-in string data type methods in C#

29 Min 7 Unit

Use built in methods to extract, remove, or replace data in strings.

Discuss Azure fundamental concepts

24 Min 6 Unit

Learn about the different types and categories of cloud computing.

Transcribe speech input to text

27 Min 9 Unit

Transcribe speech input to text

Develop web applications with Visual Studio Code

45 Min 6 Unit

Learn how to develop apps with Visual Studio Code, and use its features to create and test a very simple web application.

Explore causes of performance issues

46 Min 7 Unit

Explore causes of performance issues

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

81 Min 10 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.

Choose the best Azure service to automate your business processes

44 Min 7 Unit

In this module, we'll discuss how to choose the appropriate Azure service to integrate and automate business processes.

The Mojifier - Create a Slack bot that replaces people's faces with emojis matching their emotion

91 Min 10 Unit

Learn how to get images, calculate emotion, match emotions to emojis, and replace faces with emoji.

Control Azure services with the CLI

34 Min 6 Unit

Learn the steps to install the Azure CLI locally, create a website, and manage Azure resources using the CLI.

Deploy SQL Server in a virtual machine

75 Min 10 Unit

Deploy SQL Server in a virtual machine

Plan and deploy Windows Server IaaS Virtual Machines

52 Min 9 Unit

You'll be able to describe Azure compute and storage in relation to Azure VMs, and deploy Azure VMs by using the Azure portal, Azure CLI, or templates.

Address tangible risks with the Govern methodology of the Cloud Adoption Framework for Azure

76 Min 9 Unit

Any technical change introduces risk into your cloud environment. Learn how to evaluate those risks and implement guardrails to keep you safe as you adopt the cloud.

Configure the network for your virtual machines

94 Min 8 Unit

Learn how to connect your local on-premises networks into Azure using virtual networks, VPN gateways, and Azure ExpressRoute.

Deploy MariaDB, MySQL, and PostgreSQL on Azure

43 Min 8 Unit

Deploy MariaDB, MySQL, and PostgreSQL on Azure

Create production workloads on Azure Databricks with Azure Data Factory

33 Min 5 Unit

Create production workloads on Azure Databricks with Azure Data Factory

Use Azure Lighthouse to govern, monitor, and secure customer resources

40 Min 8 Unit

Learn about how Azure Lighthouse can help you monitor, secure, and govern your customer resources.

Preview changes and validate Azure resources by using what-if and the ARM template test toolkit

37 Min 9 Unit

Use the ARM template test toolkit and apply it on your Azure Resource Manager templates to ensure the templates follow good practices before deployment. Apply the what-if command to see the impact of a deployment before it's applied.

Explain DevOps Continuous Delivery and Continuous Quality

18 Min 5 Unit

Explore two capabilities in the DevOps taxonomy, Continuous Delivery and Continuous Quality.

Introduction to Azure for SAP workloads

50 Min 8 Unit

With the recently expanded partnership between Microsoft and SAP, you can run SAP applications across development, test, and production scenarios in Azure, taking advantage of the scalability, flexibility, and cost savings of Microsoft Azure.

Identify guiding principles for responsible AI

56 Min 9 Unit

Explore six principles to guide AI development and use - fairness, reliability and safety, privacy and security, inclusiveness, transparency, and accountability

Contribute to an open-source project on GitHub

27 Min 7 Unit

Learn how to contribute to an open-source project on GitHub.

Create and manipulate tables using the datascience library

92 Min 17 Unit

Learn the basics of table manipulation in the datascience library

Improve your reliability with modern operations practices: An introduction

10 Min 5 Unit

Discover a map for navigating reliability challenges and sustainably achieving the appropriate level of reliability in your systems, services, and products.

Distribute your data globally with Azure Cosmos DB

31 Min 6 Unit

Discover the benefits of writing and replicating customized data to regions around the world with Azure Cosmos DB global distribution.

Classify and moderate text with Azure Content Moderator

31 Min 6 Unit

In this module, we'll introduce you to Azure Content Moderator and show how to use it for text moderation

Manage your Language Understanding Intelligent Service (LUIS) Apps

24 Min 8 Unit

Learn to manage LUIS apps through versioning, key management, handling data, and improving predictions.

Set up your Python beginner development environment with Visual Studio Code

28 Min 8 Unit

Get started with learning Python by installing and configuring the tools you'll need to build real applications.

Query Azure Cosmos DB with SQL Serverless for Azure Synapse Analytics

21 Min 7 Unit

Query Azure Cosmos DB with SQL Serverless for Azure Synapse Analytics

Introduction to Azure Data Share

43 Min 14 Unit

Learn how to use Azure Data Share for securely sending and receiving data to both external organizations or for inter-departmental transfers.

Build an AI web app by using Python and Flask

75 Min 8 Unit

Use Python, Flask, and Azure Cognitive Services to build a web app that incorporates AI

Choose the best tools to help organizations build better solutions

21 Min 8 Unit

Learn about Microsoft tools and services that help developers and operations engineers build modern solutions for the cloud and on-premises.

Distributed computing on the cloud: MapReduce

107 Min 9 Unit

Carnegie Mellon University's cloud developer course. MapReduce was a breakthrough in big data processing that has become mainstream and been improved upon significantly. Learn about how MapReduce works.

Create and manage Cognitive Services

44 Min 7 Unit

Azure Cognitive Services enable developers to easily add cognitive features into their applications. Learn how to configure and manage these services for your AI application needs.

Cloud management

40 Min 7 Unit

Carnegie Mellon University's Cloud Developer course. Get into the nitty-gritty of cloud computing to understand how resources are provisioned, billed, and monitored. Learn about how to orchestrate cloud infrastructure with examples.

Detect and analyze faces with the Face service

24 Min 5 Unit

Detect and analyze faces with the Face service

Enable business users with key AI use cases

27 Min 7 Unit

Join Microsoft business school for business management courses to learn business development with machine learning case studies

Recommend and design system feedback mechanisms

49 Min 8 Unit

Learn how surveys and application analytics create a feedback loop that helps you understand the voice of the customer.

Create a machine learning model for offline use on a Windows device

60 Min 5 Unit

Learn how to add AI to a Windows UWP app, built in the cloud and run locally, using Windows Machine Learning and Azure Cognitive Services.

Introduction to Azure Database for PostgreSQL

20 Min 7 Unit

This module is a no-code introduction to PostgreSQL on Azure, including an explanation of particular problems that using Azure Database for PostgreSQL can solve. At a high level, we show how the components fit together and identify situations where you should use Azure Database for PostgreSQL.

Benefits of Microsoft Endpoint Manager

23 Min 9 Unit

In this module, you'll learn about Microsoft Endpoint Manager benefits, including how it increases security and productivity, provides flexibility, and maximizes your investment.

Improve application scalability and resiliency by using Azure Load Balancer

47 Min 6 Unit

In this module, you will learn how to use Azure Load Balancer to distribute traffic between multiple virtual servers or services.

Choose the right Azure service for deploying your Java application

25 Min 6 Unit

In this module, you'll learn about running your Java applications on Azure. You'll also choose the best service option among virtual machines (VMs), Azure App Service, serverless functions, Azure Kubernetes Service (AKS), and Azure Spring Cloud.

Economics of cloud computing

54 Min 8 Unit

Carnegie Mellon University's Cloud Developer course. Learn how developers pay to use the cloud and how cloud providers are able to charge for their services. Get an overview of how the cloud is kept secure.

Build a chat bot with the Azure portal

20 Min 5 Unit

Create and test a basic chat bot using the Azure portal

Manage a sequence of data by using Python lists

28 Min 7 Unit

Learn how to use lists to manage a collection of data. Use helper functions to manipulate the list. Use the `for` statement to iterate through the list.

Create a Bot with the Bot Framework Composer

64 Min 10 Unit

Create a Bot with the Bot Framework Composer

Choose the appropriate API for Azure Cosmos DB

38 Min 10 Unit

Compare the different APIs that are available in Azure Cosmos DB, highlighting and contrasting the different scenarios that would make them a good choice for a company.

Explore Azure database and analytics services

43 Min 10 Unit

Learn about the database services that are available on Microsoft Azure, such as Azure Cosmos DB, Azure SQL Database, Azure SQL Managed Instance, Azure Database for MySQL, Azure Database for PostgreSQL, as well as big data and analytics.

Investigate container for use with Cognitive Services

46 Min 7 Unit

Learn about Container support in Cognitive Services allowing the use of APIs available in Azure and enable flexibility in where to deploy and host the services with Docker containers.

Secure Azure Active Directory users with Multi-Factor Authentication

38 Min 6 Unit

Learn how to use multi-factor authentication with Azure AD to harden your user accounts.

Define an AI strategy to create value in education

51 Min 8 Unit

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

Azure Kubernetes Service deployment pipeline and GitHub Actions

80 Min 11 Unit

Explore how to use GitHub Actions to create an automated Azure Kubernetes Service deployment pipeline.

Operationalize your Azure Data Factory or Azure Synapse Pipeline

47 Min 9 Unit

Operationalize your Azure Data Factory or Azure Synapse Pipeline

Create and deploy a cloud-native ASP.NET Core microservice

53 Min 9 Unit

This module guides you through containerizing an ASP.NET Core microservice and deploying it to Azure Kubernetes Service.

What is distributed programming?

117 Min 15 Unit

Carnegie Mellon University's Cloud Developer course. Learn about distributed programming and why it's useful for the cloud, including programming models, types of parallelism, and symmetrical vs. asymmetrical architecture.

Manage virtual machines with the Azure CLI

51 Min 9 Unit

Learn how to use the cross-platform Azure CLI to create, start, stop, and perform other management tasks related to virtual machines in Azure.

Add basic conversational intelligence to your apps by using Language Understanding Intelligent Service (LUIS)

27 Min 9 Unit

Learn to identify valuable information in conversations with LUIS for interpreting user goals (intents) and distill valuable information from sentences (entities).

Describe identity principles and concepts

20 Min 8 Unit

Describe identity principles and concepts

Build a scalable application with virtual machine scale sets

57 Min 8 Unit

Enable your application to automatically adjust to changes in load while minimizing costs with virtual machine scale sets.

Security incident management in Azure Sentinel

65 Min 7 Unit

Security incident management in Azure Sentinel

Remotely monitor and control devices with Azure IoT Hub

56 Min 9 Unit

Create an IoT Hub device app, and a back-end service app. As a scenario, we use the monitoring, and controlling, of the temperature and humidity of a cheese cave.

Secure your application by using OpenID Connect and Azure AD

50 Min 6 Unit

In this module, you will learn how to enable users to authenticate in multiple systems by using their Azure AD identities.

Write Ethereum smart contracts by using Solidity

45 Min 8 Unit

Learn how to install and use tools that you can use to develop smart contracts.

Discover how to foster an AI-ready culture in finance

39 Min 6 Unit

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

Maintain Azure for SAP workloads

48 Min 9 Unit

Maintain Azure for SAP workloads

Create a Clustering Model with Azure Machine Learning designer

49 Min 10 Unit

Create a Clustering Model with Azure Machine Learning designer

Read and write data in Azure Databricks

60 Min 9 Unit

Read and write data in Azure Databricks

Create a Regression Model with Azure Machine Learning designer

55 Min 10 Unit

Create a Regression Model with Azure Machine Learning designer

Explore the access management capabilities of Azure AD

15 Min 5 Unit

Explore the access management capabilities of Azure AD

Route and process data automatically using Logic Apps

56 Min 9 Unit

Learn how to define a workflow to run your business with Logic apps using built-in triggers, actions, and conditional operators.

Monitor the health of your Azure virtual machine by using Azure Metrics Explorer and metric alerts

43 Min 9 Unit

Learn how to monitor the health of your Azure VMs by using Azure Metrics Explorer and metric alerts.

Improve your reliability with modern operations practices: Capacity planning and scaling

32 Min 7 Unit

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

Synthesize Text Input to Speech

18 Min 6 Unit

Learn how to synthesize text to speech using the Speech-to-Text service.

Understand app management using Microsoft Endpoint Manager

36 Min 8 Unit

In this module, you'll learn about app management using Microsoft Endpoint Manager.