Learn to branch your code's execution path by evaluating boolean expressions.
In this module, we show you how to use Narrator and custom voice input controls to make your app inclusive to visually impaired users.
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
Learn how to recognize and synthesize speech by using Azure Cognitive Services.
CAF getting started. Use the Cloud Adoption Framework getting started guides to unblock your organization’s cloud adoption efforts.
Learn about solutions that can give your IT organization insight into the health and performance of its cloud-based applications.
Learn with the Space Game web team how to use Azure Boards to implement Agile software practices along with DevOps transparency and collaboration.
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.
Learn about your virtual machine storage options and how to choose between standard and premium, managed and unmanaged disks for your Azure virtual machine.
Explore the Azure management, administration, and reporting tools, and choose the ones that best meet your organization's needs.
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.
Create a website using C#, Java, Python or Node.js and deploy it through the hosted web app platform in Azure App Service.
Use Python and Visual Studio Code to make a simple program to count the number of each type of space rock.
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
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.
Learn how to measure the performance of your NoSQL Azure Cosmos DB database, by monitoring, partitioning, and indexing
Explore strategies that you can use on Azure to optimize your cloud-native application-development process by using Azure Kubernetes Service (AKS).
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
Describe security concepts and methodologies
Explore data storage and processing in Azure
Learn how to perform inclusive product design for users with diverse capabilities
Describe platform architecture, security, and data protection in Azure Databricks
Work with DataFrames columns in Azure Databricks
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).
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.
Implement CI/CD pipeline for Node.js applications. Automate deployment of Vue, React, Angular or webpack apps with Azure Pipelines.
Integrate Azure Databricks with other Azure services
Get familiar with Azure Sentinel, a cloud-native, security information and event management (SIEM) service.
Perform speech translation tasks with the speech service to translate spoken text to different languages.
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.
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.
Learn how Grover's algorithm can help you solve search problems such as graph coloring problems.
Learn how to create apps in the most popular Windows development frameworks - UWP, WPF, and Windows Forms.
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.
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
Learn how to run and troubleshoot containerized apps using Docker containers with Azure Container Instances.
Learn how to identify Azure resources you can move, and how to move them to a new resource group.
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 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
Learn how to add custom domain name to Azure Active Directory.
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 MongoDB workloads to Cosmos DB
This module guides you through implementing logging and monitoring in an ASP.NET Core microservices app in Azure Kubernetes Service.
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.
Use Git to track changes to source code and collaborate with other developers
Learn how to create Azure Stream Analytics jobs to process input data, transform it with a query, and return results
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.
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.
Learn how to create an Azure IoT Central application to control Internet of Things devices that communicate through unique connection strings.
Learn how to evaluate Logic Apps as an automation choice for your organization using criteria for integration, performance, conditionals, and connectors.
Learn about the relation between UI and data in Windows 10 apps, and implement data binding in your applications.
Discover Azure portal and Azure DevOps tools that help you quickly and efficiently define and scale up load tests for apps.
Find out how to start using Azure by creating an account where you’ll see services and personal settings for identity, billing, and preferences.
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.
This module introduces you to Azure Arc enabled servers and describes its characteristics, capabilities, and use cases.
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
"Migrate on-premises MySQL to Azure Database for MySQL"
Learn how to deploy Azure Resource Manager (ARM) templates by using Azure PowerShell, the Azure CLI, and GitHub Actions.
Learn along with the Space Game web team the benefits of collaboration through Visual Studio Code and GitHub.
Securely authenticate apps to Azure to manage and access Azure services. Service principals and managed identities give your app an Azure AD identity.
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
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.
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
Create a language translator application for your mixed reality device (Windows Mixed Reality, HoloLens 2, etc.) by using Cognitive Services.
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.
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.
Learn about Python expressions, functions, basic data types(numbers, strings), and comparisons
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.
Learn how continuous monitoring and dashboards give you insight into how customers use your software and where patterns of failure occur.
A quick introduction to Python, programming languages, compilation, and the process of programming.
You'll be able to deploy Desired State Configuration (DSC) extensions, implement those extensions to remediate noncompliant servers, and use custom script extension.
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.
Learn how to create an Azure Key Vault to store secret values and how to enable secure access to the vault.
Grant access to data stored in your Azure Storage accounts securely through the use of shared access signatures.
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 two capabilities in the DevOps taxonomy, Continuous Security and Continuous Operations.
Set up a continuous integration (CI) pipeline that automates the process of building your application.
Tune hyperparameters with Azure Machine Learning
Learn how to create custom roles for Azure resources with role-based access control (RBAC).
Explore the fundamentals of computer networking security and monitoring.
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.
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.
Learn about what coding is and install tools to help you code.
Learn the principles of good bot design and implement conversational flows, knowledge bots, and how to hand-off interactions to a human.
In this module, you will get to learn about how Azure Digital twins use event routes to send data to consumers outside the service.
Learn about Azure subscriptions, management groups, resource groups, Azure Resource Manager, Azure regions, and availability zones.
Learn the difference between many data types, how they work, what they do, and how to choose one over another.
Learn how to orchestrate a long-running workflow as a set of activities using scalable and cost-effective Durable Functions.
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.
Learn how to manage changes to your repository source by using pull requests.
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.
In this module, you'll configure Application Insights and use it to study page load data for an Azure web app.
Evaluate possible changes to indexes. Determine the impact of changes to queries and indexes. Explore relevant Dynamic Management Objects.
Learn the different ways to ingest data into Azure Digital Twins.
Learn to upload your existing project to GitHub.
Query data in the lake using Azure Synapse serverless SQL pools
Implement a CI/CD pipeline for Java containers.
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
Learn how to embody diversity and inclusivity across marketing engines
Integrate data with Azure Data Factory or Azure Synapse Pipeline
Use the if statement Boolean expressions with comparison and logic operators to express decision logic.
Use automated machine learning in Azure Machine Learning
Learn enterprise AI management with our free open online course, including machine learning.
Learn about the core networking resources that are available in Azure, such as Azure Virtual Network, Azure VPN Gateway, and Azure ExpressRoute.
Learn about the different services that are available in Azure compute.
Learn how to build responsible conversational UI by using bots.
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
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.
Learn how to enable WSL, install your favorite Linux distribution, set up an integrated dev environment with Visual Studio Code, and more.
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.
Build an application that spans multiple geographic locations for high availability and resiliency.
Learn how using key principles throughout your cloud architecture can help you design and build a solid architectural foundation that you can continuously improve.
Learn how to add navigation and media to the UI of your Windows 10 app to enhance the user experience.
Discover how data systems and roles are evolving and explore the differences between on-premises and cloud data solutions using sample business cases.
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
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.
Discover Azure's three approaches to deploying cloud resources -- public, private, and hybrid -- and learn the difference each makes in your Azure services.
Learn to use Markdown to communicate with brevity, clarity, and expression.
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.
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.
Identify and categorize entities in your text as people, places, organizations, date/time, quantities, percentages, currencies, and more.
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.
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
Examine Azure IoT services, and choose the right service for your scenario.
Create a classification model with Azure Machine Learning designer
Add authentication and authorization to an ASP.NET Core web app using the Identity framework.
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
Explore non-relational data offerings in Azure
Learn about creating an Azure Data Lake Storage account and uploading data to Data Lake Storage Gen 2 through the Azure Storage Explorer.
Discover how Azure Traffic Manager provides DNS load balancing for your application to improve the performance and availability of your application.
Get acquainted with Azure networking basics to find out how Azure networking helps improve resiliency and reduce latency.
Learn how to use Azure App Service to create a new ASP.NET-based web app, then publish and update directly from Visual Studio.
Learn how to deploy Azure Bastion to securely connect to Azure virtual machines directly within the Azure portal.
Discover the services and tools available to automate the deployment and configuration of your Azure infrastructure.
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.
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.
In this workshop, you'll go through tasks to deploy a multicontainer application to Kubernetes on Azure Kubernetes Service (AKS).
Explore ways to keep your UI properties synchronized when data changes by using Xamarin.Forms, while also improving code readability and reducing maintenance.
Use functionality in the .NET Class Library by calling methods that return values, accept input parameters, and more.
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
Explore the services and identity types of Azure AD
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
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 what space rocks are, where they are found, and why they're a valuable focus of scientific research.
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
Explore Azure Synapse serverless SQL pools capabilities
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.
Use monitoring services on Azure to bring operational excellence to your applications and infrastructure.
Get started with Python by writing code to interact with end users.
Learn how to control Azure virtual network traffic by implementing custom routes.
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.
In this module, you will learn how to assemble multiple Azure Functions into a single API using Azure API Management.
Overview GitHub's products, associated features, and licensing of per-use and metered features.
Find out about automated testing that proves your code to be maintainable, understandable, and functioning without repetitive manual testing.
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
In this module, you'll learn how to manage an IoT Central application programmatically using the REST API
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.
This module is an introduction to the Internet of Things for IT admins.
Explore the strategic components, special factors, and use cases of an AI strategy in manufacturing that creates business value, with INSEAD and Microsoft.
Learn about the significance of tokens and how they are used in blockchain.
You'll be able to enable Azure Update Management, deploy updates, review an update assessment, and manage updates for your Azure VMs.
Learn about Microsoft's commitment to privacy, how Azure adheres to common regulatory and compliance standards, and additional considerations government agencies need to make.
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
Overview of using Azure Marketplace for cloud procurement and governance for customers
Data-flow diagrams are graphical representations of your system and should specify each element, their interactions and context.
Learn to optimize delivery efficiency by improving work plan visibility across teams.
Learn to use key GitHub features, including issues, notifications, branches, commits, and pull requests.
Get acquainted with the Kubernetes open-source container-orchestration system for automating application deployment, scaling, and management.
SQL Server Discovery using MAP
Write Azure Resource Manager templates by using Visual Studio Code to deploy your infrastructure to Azure consistently and reliably.
Unlock the hidden insights in your data with Azure Cognitive Search.
This module guides you through implementing resiliency in an ASP.NET Core microservices app in Azure Kubernetes Service.
Learn how to use the Cloud Adoption Framework to develop best practices for cloud adoption in real-world scenarios.
Learn to use the Azure Batch platform to write a .NET Core console app that performs parallel, large-scale, high-performance video transcoding.
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
Automate IoT devices management with Azure IoT Hub
The demos in this module provide an opportunity to see Azure in action.
Use the Custom Vision service to analyze images of animals, like Bungee, without ever writing code.
Threat modeling helps you generate a list of potential threats using STRIDE and find ways to reduce or eliminate risk with corresponding security controls.
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
Find out to use Azure Queue storage to handle high demand and improve resilience in your distributed applications.
Learn best practices for building, hosting, and maintaining a secure repository on GitHub.
Learn how to design an Azure architecture that uses modern practices and gives you full visibility into what's happening in your environment.
Get started by writing tiny code examples to learn the basics of the C# syntax!
Learn to interact with the GitHub API from GitHub Actions by using GitHub Script.
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.
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
Describe Microsoft security and compliance principles
Learn the fundamental concepts of quantum computing by using tools in Q# and the Quantum Development Kit.
Discover how to translate your organization’s ethical principles into actionable guidance and tools for engineering teams and how AI can improve lives worldwide
Use virtual network peering to enable communication across virtual networks in a way that's secure and minimally complex.
Describe how to query, visualize, and monitor data in Azure Sentinel.
Create and manage a stateful application with an external storage by using Azure Cosmos DB and Azure Kubernetes Service
Learn how to use Azure Cache for Redis to store session data and improve the scalability of web applications.
Manage and monitor data warehouse activities in Azure Synapse Analytics
Learn how to use monitoring to help you sustainably achieve the appropriate level of reliability in your systems, services, and products.
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.
Work with sequences of related data in data structures known as arrays. Then, learn to iterate through each item in the sequence.
In this module, you will learn how to use Azure to host your Java web apps, built by using IntelliJ IDEA.
Explore how Azure Stream Analytics integrates with your applications or Internet of Things devices to gain insights with real-time streaming data.
Plan appropriate HA/DR strategy based on RTO and RPO. Choose best solution for IaaS or PaaS deployments or hybrid workloads.
Carnegie Mellon University's Cloud Developer course. Learn about how computing power is virtualized using virtual CPUs. Covers different types of CPU virtualization.
Learn enterprise AI management with our free open online course, including scaling AI.
Use Azure Monitor logs to extract valuable information about your infrastructure from log data.
Learn about and adopt Azure Lighthouse for your managed service business to manage your customers at scale.
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.
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
Detect and mitigate unfairness in models with Azure Machine Learning
Find out about Azure storage blob properties and metadata, how to organize blob data, and create an app with ASP.NET to retrieve metadata.
This module introduces PowerShell, a cross-platform command-line shell and scripting language built for task automation and configuration management.
Learn to manage a successful InnerSource program on GitHub through effective discoverability, guidance, and maintenance.
Learn how Azure Storage provides multilayered security to protect your data with access keys, secure networks, and Advanced Threat Protection monitoring.
Perform model selection with hyperparameter tuning
Deliver consistent performance with Azure SQL
In this module, you'll learn how to create web pages using Razor with ASP.NET Core.
Explore the authentication capabilities of Azure AD
Learn how to assign management access to a subscription by using Azure role-based access control.
Introduction to open-source database migration on Azure
Learn about deployment practices that can help you sustainably achieve the appropriate level of reliability in your systems, services, and products.
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.
Learn how to incorporate principles of inclusive design to make your Windows app into an experience that supports a wide variety of users.
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.
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)
Use Visual Studio with Xamarin.Forms to create a mobile app that runs on Android and iOS, with no previous experience necessary.
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.
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.
Protect the data in your Azure SQL database and recover from data loss or corruption with backup and restore.
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.
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.
In this module, you will learn how to plan and implement an IP addressing scheme for virtual networks and virtual machines in Azure.
Learn how to persist the output from an Azure Cognitive Search enrichment pipeline for independent analysis or downstream processing.
Learn how Microsoft creates products, services, and solutions to help organizations leverage AI. Understand how these technologies relate to business problems.
Use the `for` iteration statement to loop a pre-set number of times and control the iteration process.
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.
Find out about the Azure Batch capabilities designed to help you efficiently run large-scale parallel and high-performance computing applications in the cloud.
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.
Learn how to automate the installation and configuration of software in your Azure Virtual Machines.
Learn how to secure Cognitive Services to prevent data loss and privacy violations for user data that may be a part of the solution.
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
Create a Spring Boot application, connect it to a MySQL database, and then deploy to Azure App Service.
Use Gatsby and React to develop a static web app, then deploy it to the web with Azure Static Web Apps.
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.
Learn the operators and techniques used to perform basic math operations on numeric data.
Describe performance-related maintenance tasks in SQL Server
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.
Learn how to create a Java application to store and query data in Azure Cosmos DB
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.
In this module, you'll learn how to complete your Xamarin application code and then how to publish your work.
Learn how to choose and install the appropriate IDE for your requirements to help you build, deploy, monitor, and scale cloud-hosted solutions.
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
Utilize the tight integration of Visual Studio Code with the Git source-control management system.
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.
learn how to test hypothesis by simulating statistics
Explore the strategic components, special factors, and use cases of an AI strategy in Government that creates value, with INSEAD and Microsoft.
Publish automatically and securely your code libraries or Docker images with GitHub Packages.
In this module, you'll learn about policy and security management using Microsoft Endpoint Manager.
Run configuration management tools in Azure Pipelines to help keep your infrastructure configured as you need.
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.
Define a Logic Apps workflow declaratively as a Resource Manager template and deploy the app using the Azure Command Line Interface (CLI).
Discover how Data Lake Storage provides a repository where you can upload and store unstructured data bringing new efficiencies to processing big data analytics.
Use the advanced detection and remediation of identity-based threats to protect your Azure Active Directory identities and applications from compromise.
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 highly secure IoT solutions with Azure Sphere, Azure RTOS and Azure IoT Hub
In this module, we'll learn how to integrate your Azure Function with various data sources by using bindings.
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.
Use a release approval in Azure Pipelines to help coordinate database schema changes between developers and database administrators.
Learn to use the GitHub integration in Visual Studio Code, including authentication, publishing repos, and viewing your repo timeline.
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.
Discover the services available on Azure for your high-performance computing workloads.
In this learning path, find out how Cognitive Vision Services detects faces, tags and classifies images, and identifies objects.
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.
This module introduces Azure SQL. Learn about various deployment options and service tiers and what to use for your organization.
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
Configure Azure Synapse Link with Azure Cosmos DB
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 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
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
Standardize and automate your virtual machine deployments to minimize manual configuration, variance, and error.
You'll learn how to create a Java web application and deploy it to Azure App Service.
In this module, you will learn how to monitor and optimize the performance of SQL Server on Linux servers.
The Microsoft Cloud Adoption Framework for Azure provides many landing zone options. This module focuses on enterprise-scale landing zones.
Create a basic GitHub Action and use that action in a workflow.
This module guides you through learning about speaker recognition and how to use the Speaker Recognition APIs to identify specific people through their voices.
Use Azure Backup to help protect the data for on-premises servers, virtual machines, virtualized workloads, SQL Server, Azure Files, and more.
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
Secure the traffic from your users all the way to your web servers by enabling TLS encryption on Application Gateway.
Learn about using an Azure API gateway to share APIs with partners, and how to use subscription keys to control access to your APIs.
Learn about the different storage options that are available in Azure Storage.
Get an introduction to how NASA chooses dates for a rocket launch and learn about some machine learning fundamentals.
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
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.
This module shows how to create content with Microsoft 365 in a way that enables greater accessibility.
Implement a hybrid file server infrastructure
Learn how Azure can help you protect the workloads that you run both in the cloud and in your on-premises datacenter.
Learn how to use Docker to build, store, and manage private container images with the Azure Container Registry.
Learn how to provide disaster recovery by replicating storage data across regions and failing over to a secondary location.
Create a web app in Eclipse and deploy the app to Azure by using Azure Toolkit for Eclipse.
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.
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.
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
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
Learn how to recover from infrastructure and service failure, loss of data, and disasters by incorporating reliability into your architecture.
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.
Learn how to ingest data from Azure Data Share into Azure Data Factory pipelines to build automated ingestion pipelines.
Carnegie Mellon University's Cloud Developer course. Learn about two more types of storage - NoSQL databases and object storage - with case studies from industry.
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.
Implement GitHub Actions to build a container image and deploy to Azure Kubernetes Service.
Learn the operators and techniques required to evaluate and compare values in your decision statements.
Examine Azure serverless technologies, and choose the right service for your business scenario.
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.
Convert user input to numeric values, and use mathematical operators to perform calculations.
Protect your back-end APIs from information exposure and implement throttling to prevent resource exhaustion with policies in Azure API Management.
Explore IaaS and PaaS platform tools for high availability and disaster recovery
Build a serverless application architecture, automate your operations, and integrate applications by handling Azure events with Event Grid.
Learn how to create a .NET Core application to store and query data in Azure Cosmos DB by using Visual Studio Code.
Learn how to create a bot that answers frequently asked questions.
Learn to implement a release based workflow on GitHub using project boards, branches, and releases.
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.
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
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.
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.
Write code that is easier to read, update and support using naming conventions, comments and whitespace.
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
Learn how to set up policies to classify, retain, and protect your cloud-based data.
Get an introduction to the types of space exploration problems that Python and data science can influence.
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.
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
Learn how to use the Computer Vision API in Azure to identify facial details in pictures
Network design principles for enterprise-scale architecture
Learn the necessary cultural changes for enterprise customer service to make AI transformation successful, and how they fit into a holistic AI strategy.
Perform machine learning with Azure Databricks
Clustering is a kind of machine learning that is used to group similar items into clusters.
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
Learn how to respond to periods of increased activity by incrementally increasing the resources available and then freeing these resources when activity drops.
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.
Explore two capabilities in the DevOps taxonomy, Continuous Collaboration and Continuous Improvement.
Use containers for your Language Understanding Intelligent Service (LUIS) Apps
Transform data with DataFrames in Apache Spark Pools in Azure Synapse Analytics
In this module, you'll learn about the basics of Microsoft Endpoint Manager.
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.
Use Visual Studio together with a test framework to create, deploy, and test an Azure Function.
Create two deployment workflows using GitHub Actions and Microsoft Azure.
Learn how to use .NET, C#, and System.IO to work with directories, paths, files, and the file system.
Improve development agility, deployment, fault tolerance, and scalability by modernizing your application with a microservices architecture.
Learn how to adjust your capacity based on workload and how to optimize network performance, storage, and database performance.
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
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
Cloud Admin course from Dr. Majd Sakr at Carnegie Mellon University. Discover what cloud elasticity means and different ways to scale your cloud resources.
Learn how to secure yourself from common online threats and protect your identity at work and home.
In this module, learn to create a Logic Apps custom connector to call an API from a Logic Apps workflow.
Learn how to develop a simple adaptive card to enhance the appearance in Windows 10 Timeline of your Universal Windows Platform app.
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.
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.
This module will teach you how to model problems by using object-oriented programming (OOP) concepts.
Explore how to create and deploy a containerized application by using Azure Kubernetes Service declarative manifest files.
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
Automatically extract key phrases to quickly identify the main points in documents or text.
Learn how to use the Video Indexer API to upload, index, retrieve insights, and search for content in video files.
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.
Choose the appropriate size and storage options for your Azure SQL databases. Configure server resources such as tempdb. Understand the usage of Resource Governor.
Use the Computer Vision API to analyze images for insights, extract text from images, and generate high-quality thumbnails.
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
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 RESTful service with ASP.NET Core that supports Create, Read, Update, Delete (CRUD) operations.
Learn to settle overlapping commits across branches by using merge conflict resolution.
Discover how to write code in .NET applications using Azure Service Bus for communications that can handle high demand, low bandwidth, and hardware failures.
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.
Define functions to create encapsulated modular code that accept input and return results.
Design hybrid transactional and analytical processing using Azure Synapse Analytics
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.
Learn how Azure's storage queues, event hubs, event grid, and service bus can improve your communication between devices.
Run Selenium UI tests, a form of functional testing, in Azure Pipelines.
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 the broad array of Azure technologies that analyze text or images and relational, nonrelational, or streaming data.
Learn how to host your personal, organization, and project sites for free with GitHub Pages.
In this module, you'll learn about analyzing and resolving compliance issues using Microsoft Endpoint Manager.
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.
In this workshop, you'll go through tasks to deploy Spring Boot microservices to Azure Spring Cloud (ASC).
Get acquainted with Windows 10 development, install essential tools, and find out about the Windows Insider Program.
Learn how to create Azure users and groups in Azure Active Directory.
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
Understand data warehouse developer features of Azure Synapse Analytics
Learn how to troubleshoot inbound network connectivity for Azure Load Balancer.
Trigger an Azure Event Grid workflow from an IoT device
You'll be able to create new VMs from generalized images and use Azure Image Builder templates to create and manage images in Azure.
This module explains how to use kudu console to examine the application event log to identify the event that caused the error.
In this module, you'll use TwoPaneView and DualScreenInfo to
Learn how to use ConfigurationBuilder to dynamically configure an ASP.NET web app to retrieve secrets from an Azure key vault.
Choose and implement a deployment pattern that helps you smoothly roll out new application features to your users.
Secure an Azure SQL database to keep the information safe and diagnose potential security concerns as they happen.
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.
Carnegie Mellon University's Cloud Developer course. Discover how distributed file systems work, then learn about Hadoop and Ceph.
Learn guiding principles for organizations, and how to choose and operationalize a governance system to responsibly and successfully use AI in the enterprise.
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.
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.
Use Azure Active Directory to you secure your internal, external, and customer identities.
This module demos some of the most common types of triggers for executing Azure Functions and how to configure them to execute your logic.
Understand the security and control measures available to GitHub administrators within an organization or enterprise.
In this module, you’ll use the alert capabilities of Azure Security Center to watch for and respond to threats.
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
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.
Learn what the different storage tiers are for blob storage and how they can improve performance and reduce costs.
Use the power of artificial intelligence to enrich your data and find new insights.
Protecting, monitoring, and tuning a migrated database
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
Control database-level configuration options. Explore Intelligent Query Processing. Configure Open Source databases for optimum performance.
Implement a CI/CD pipeline for multiple containers to Kubernetes.
Learn how to use Xamarin.Forms to design and share XAML resources and styles for a consistent look and feel across your entire UI.
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
Learn how to create user interfaces that adapt to your users' many devices with the extensive control you gain with StackLayout and Grid.
Develop highly secure IoT solutions with Azure Sphere, Azure RTOS and Azure IoT Central
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
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.
Learn guiding principles for governments, and how to choose and operationalize a governance system to responsibly and successfully use AI in the public sector.
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.
Learn how to set up your development environment and build your first WebAssembly app with Blazor, Visual Studio Code, and C#.
Learn how to test hypothesis about samples using bootstrapping
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.
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.
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.
Identify and construct Agile product road maps including audiences, prioritization, themes, milestones, epics, and user stories.
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.
Explore Azure DevOps capabilities and get started setting up your own organization knowing what separates elite performers from low performers.
You'll be able to implement Adaptive application controls within your organization to protect your Windows Server IaaS VMs.
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
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.
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.
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.
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
Learn how to efficiently debug your .NET app by using Visual Studio Code to fix your bugs quickly. Use the interactive debugger within Visual Studio Code to analyze and fix your C# applications.
Learn to create a successful open-source program by establishing contributor guidance, following proven processes, and leveraging community standards.
Learn the necessary cultural changes for enterprise marketing organizations to make AI transformation successful, and how they fit into a holistic AI strategy.
This module guides you through implementing drawer navigation and split view by using Xamarin.Forms MasterDetailPage and its MasterBehavior property.
In this module, learn how to define a UI by using Xamarin.Forms and Extensible Application Markup Language.
Implement a CI/CD pipeline for Python.
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
Design a Modern Data Warehouse using Azure Synapse Analytics
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
Ingest data with Apache Spark notebooks in Azure Synapse Analytics
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
Describe security capabilities of Azure Sentinel
Import the Mixed Reality Toolkit into your Unity project to accelerate your mixed reality development.
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.
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.
Learn how to install Azure PowerShell on Linux, macOS, or Windows and then connect to Azure and manage your resources.
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
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
Describe security management capabilities of Microsoft 365
Learn to create an Azure virtual machine in minutes that can be used like a local physical desktop or server.
Learn to automate DevOps processes by using GitHub Apps that handle repetitive tasks, enforce team policies, and maintain a tidy repository.
This module guides you through creating a data access project, connecting to a relational database, and writing CRUD queries.
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.
Learn about the Azure services you can use to help ensure that your network is safe, secure, and trusted.
In this module, we'll introduce you to Language Understanding Intelligent Service (LUIS) and show how to build and publish a LUIS model.
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.
Respond to periods of high activity by incrementally adding resources, and then removing these resources when activity drops, to reduce costs.
Protect your applications and data from disasters with a well-designed site recovery solution.
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
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
Respond to incidents and activities in your infrastructure through alerting capabilities in Azure Monitor.
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
Start learning about .NET. Understand what .NET is and how it works. Quickly build a small app in a web-based .NET environment.
Learn about post-incident reviews, a practice necessary to help you sustainably achieve the appropriate level of reliability in your systems, services, and products.
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.
Learn Microsoft development guidelines for fair and secure responsible conversational AI.
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 security vulnerabilities and assess their license ratings when your application builds in Azure Pipelines.
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
Use data loading best practices in Azure Synapse Analytics
Learn how to document an existing API, written in C#/ASP.NET Core, using Swashbuckle, Swagger/OpenAPI, and Swagger UI.
Discover how Solidity can help you program smart contracts for the Ethereum blockchain platform.
Orchestrate containers on Windows Server using Kubernetes
Enterprise-scale architecture organizational design principles
Azure landing zones help accelerate how you configure your environment to meet your operational requirements.
Identify data to add to an artificial intelligence module that classifies space rocks in random photos.
Design and create a realistic release pipeline that promotes changes to various testing and staging environments.
Learn how to create transactions, manage memory, and use the cache-aside pattern with Azure Cache for Redis
Learn about decentralized apps and how to build your own.
Provide an introduction to implementing threat response with Azure Sentinel playbooks.
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.
Discover the unique benefits of running Linux on Azure, and how to run Linux-based applications and workloads in the cloud with Azure.
Explore the Python standard library, how to add a module to your program, and how to download third-party packages.
Learn to search and organize repository history by using filters, blame, and cross-linking on GitHub.
Use the `while` statement and related Python code constructs to add looping logic to your programs.
Learn about the Python programming language, how to execute statements and scripts, declare variables, and create a basic Python app.
Regression is a commonly used kind of machine learning for predicting numeric values.
Explain machine learning models with Azure Machine Learning
Learn how to build and train an AI model to predict types of space rocks in photos, and then test the model.
Threat detection with Azure Sentinel analytics
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.
Implement a CI/CD pipeline for Azure Functions.
Explore the first two capabilities in the DevOps taxonomy, Continuous Planning and Continuous Integration.
Detect and track polar bears through photos using AI, and then use Power BI to show where cameras spot polar bears.
Learn how to use concepts from machine learning to predict the occurrence of meteor showers (or Moon Goddess tears).
Learn how to investigate and diagnose problems in your Azure virtual networks by using Network Watcher and other tools.
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)
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
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
Learn about how to capture trace output from your Azure web apps. View a live log stream and download logs files for offline analysis.
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.
Use data in your applications by creating literal values and variable values of different data types.
Migrate SQL workloads to Azure virtual machines
Automated translation capabilities in an AI solution enables closer collaboration by removing language barriers.
Evaluate and deploy Azure File Sync to extend the capacity of your on-premises file share.
Provide disaster recovery for your Azure infrastructure by managing and orchestrating replication, failover, and failback of Azure virtual machines with Azure Site Recovery.
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
Learn how Azure Active Directory, single sign-on (SSO), multifactor authentication, and Conditional Access can help you manage and secure identities on Azure.
Train a machine learning model with Azure Machine Learning
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.
Explore the options for Azure disk encryption to encrypt OS and data disks on existing and new virtual machines.
Create fully native Android apps to take advantage of the power, features, and performance of the Android platform.
Learn how to use cost analysis to understand how your costs accrue each month.
Azure Functions allow you to host business logic that can be executed without managing or provisioning server infrastructure
Set up Cross-Origin Resource Sharing (CORS) for your Azure website and storage assets in order to allow cross-domain access to your resources.
Learn about the Site Reliability Engineering approach to the challenge of assuring reliability and gain a better understanding of why it matters.
Get acquainted with the Azure Kubernetes open-source container-orchestration system for automating application deployment, scaling, and management.
Learn how to add branching logic that matches one variable or expression against many possible values.
Discover the tools that Azure provides to help you design a secure environment throughout your infrastructure, data, network, and applications.
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.
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.
University of Oxford
Learn how to use plan for, buy, and manage Azure reservations to save money.
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.
Extend the built-in functionality of Xamarin.Forms by modifying existing controls and creating new custom controls.
This module guides you through implementing a feature flag in an ASP.NET Core microservices app using Azure App Configuration.
Learn how to simulate and generate empirical distributions in Python
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
Find out how Azure network security groups and service endpoints help you secure your virtual machines and Azure services from unauthorized network access.
Use advanced constructs in Azure Resource Manager to manage complex scenarios such as deployment order, conditional deployments, and secrets.
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
Learn how and when to use Azure Import/Export to copy large amounts of data from Azure
Learn about the scientific research of space rocks and how artificial intelligence can enhance research.
Write a compelling pitch deck for your product prototype that will resonate with your audience and share the vision of your prototype.
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
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
Learn about the history and motivation behind data science
Explore the strategic components, use cases, and special factors of an AI strategy in financial services that creates business value, with INSEAD and Microsoft.
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.
Set up a continuous delivery (CD) pipeline that automates the process of deploying your application.
Get started with Q# programming by building a quantum random number generator.
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
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
You'll be able to configure Azure Disk Encryption for Windows IaaS VMs and back up and recover encrypted data.
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.
Implement a CI/CD pipeline for Docker containers.
Learn how to create and connect to an Azure-based virtual machine preloaded with data science and machine learning tools.
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.
In this module, you'll begin to discover the opportunities for Java developers on Azure.
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.
This module is theoretical and will walk you through how an IoT Edge device can be used as a gateway.
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.
Use the Maven plugin for Azure App Service to develop a Java web app and deploy the app to Azure.
Learn how to use Azure Monitor for VMs to monitor your organization's Azure virtual machines.
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.
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
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.
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 systems and users to Azure and Office 365 by using ExpressRoute for private, dedicated, and guaranteed throughput connectivity.
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.
Learn how to create SQL elastic pools and how to use them to manage performance and cost for a collection of SQL databases.
Learn the necessary cultural changes for enterprise sales organizations to make AI transformation successful, and how they fit into a holistic AI strategy.
Explore Azure Cognitive Search to discover how to create an index, import data, and query the index for better search results.
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.
Discover how to protect your APIs from unauthorized use with API keys and client certificate authentication.
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
Introduction to the Open source Analytics Offering
Explore the strategic components, special factors, and use cases of an AI strategy in healthcare that creates business value, with INSEAD and Microsoft.
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.
Use powerful helper methods to manipulate and control the content of arrays.
Use code blocks with more confidence, understanding how they impact the visibility and accessibility of both higher and lower-level constructs in your code.
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.
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.
You'll learn the fundamental principles of computer networking to prepare you for the Azure admin and developer learning paths.
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.
This module guides you through building a Xamarin.Forms application that stores data locally in a SQLite database.
Learn how to use Azure Update Management to update virtual machines, verify agent connectivity, and use Azure log analytics in your cloud environment.
Learn how to use Visual Studio in GitHub to create, debug, and deploy Windows 10 applications with themes, refactoring, and code snippets.
Use built in methods to extract, remove, or replace data in strings.
Learn about the different types and categories of cloud computing.
Learn how to develop apps with Visual Studio Code, and use its features to create and test a very simple web application.
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.
In this module, we'll discuss how to choose the appropriate Azure service to integrate and automate business processes.
Learn how to get images, calculate emotion, match emotions to emojis, and replace faces with emoji.
Learn the steps to install the Azure CLI locally, create a website, and manage Azure resources using the CLI.
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.
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.
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
Create production workloads on Azure Databricks with Azure Data Factory
Learn about how Azure Lighthouse can help you monitor, secure, and govern your customer resources.
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.
Explore two capabilities in the DevOps taxonomy, Continuous Delivery and Continuous Quality.
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.
Explore six principles to guide AI development and use - fairness, reliability and safety, privacy and security, inclusiveness, transparency, and accountability
Learn how to contribute to an open-source project on GitHub.
Learn the basics of table manipulation in the datascience library
Discover a map for navigating reliability challenges and sustainably achieving the appropriate level of reliability in your systems, services, and products.
Discover the benefits of writing and replicating customized data to regions around the world with Azure Cosmos DB global distribution.
In this module, we'll introduce you to Azure Content Moderator and show how to use it for text moderation
Learn to manage LUIS apps through versioning, key management, handling data, and improving predictions.
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
Learn how to use Azure Data Share for securely sending and receiving data to both external organizations or for inter-departmental transfers.
Use Python, Flask, and Azure Cognitive Services to build a web app that incorporates AI
Learn about Microsoft tools and services that help developers and operations engineers build modern solutions for the cloud and on-premises.
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.
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.
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
Join Microsoft business school for business management courses to learn business development with machine learning case studies
Learn how surveys and application analytics create a feedback loop that helps you understand the voice of the customer.
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.
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.
In this module, you'll learn about Microsoft Endpoint Manager benefits, including how it increases security and productivity, provides flexibility, and maximizes your investment.
In this module, you will learn how to use Azure Load Balancer to distribute traffic between multiple virtual servers or services.
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.
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.
Create and test a basic chat bot using the Azure portal
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
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.
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.
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.
Learn how to use multi-factor authentication with Azure AD to harden your user accounts.
Explore the strategic components, special factors, and use cases of an AI strategy in education that creates value, with INSEAD and Microsoft.
Explore how to use GitHub Actions to create an automated Azure Kubernetes Service deployment pipeline.
Operationalize your Azure Data Factory or Azure Synapse Pipeline
This module guides you through containerizing an ASP.NET Core microservice and deploying it to Azure Kubernetes Service.
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.
Learn how to use the cross-platform Azure CLI to create, start, stop, and perform other management tasks related to virtual machines in Azure.
Learn to identify valuable information in conversations with LUIS for interpreting user goals (intents) and distill valuable information from sentences (entities).
Enable your application to automatically adjust to changes in load while minimizing costs with virtual machine scale sets.
Security incident management in Azure Sentinel
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.
In this module, you will learn how to enable users to authenticate in multiple systems by using their Azure AD identities.
Learn how to install and use tools that you can use to develop smart contracts.
Learn the necessary cultural changes for enterprise finance organizations to make AI transformation successful, and how they fit into a holistic AI strategy.
Create a Clustering Model with Azure Machine Learning designer
Create a Regression Model with Azure Machine Learning designer
Explore the access management capabilities of Azure AD
Learn how to define a workflow to run your business with Logic apps using built-in triggers, actions, and conditional operators.
Learn how to monitor the health of your Azure VMs by using Azure Metrics Explorer and metric alerts.
Learn about capacity planning and scaling practices that can help you sustainably achieve the appropriate level of reliability in your systems, services, and products.
Learn how to synthesize text to speech using the Speech-to-Text service.