Introduction to the stakes and options for implementing Azure to safeguard public sector data.
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.
Manage Azure Kubernetes Service on Azure Stack HCI
Implement Windows Server IaaS VM network security
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. Prepare for AZ-900.
Explore how to scale your deployed applications with HorizontalPodAutoscalers in AKS.
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.
Immersive Reader is a tool that embeds reading, math, and text comprehension capabilities into applications. Immersive Reader is an inclusively designed tool that implements proven techniques to improve reading comprehension for new readers, language learners, and people with learning differences such as dyslexia. No knowledge of machine learning is required.
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. Prepare for AZ-900.
Discover the Personalizer service that is part of the Azure Decision services offerings.
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 to make a simple program to count the number of each type of space rock.
Manage multiple Azure environment deployments of your JSON Azure Resource Manager templates (ARM templates) by using functions, variables, tags, and parameter files.
Describe how Azure Database for MariaDB supports mission-critical workloads with predictable performance and dynamic scalability. Evaluate whether you can implement Azure Database for MariaDB to address your relational database needs.
Manage Azure PaaS resources using automated methods
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 and compliance concepts and methodologies
Respond to data loss prevention alerts using Microsoft 365
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
Digital transformation is a wave of business innovation fueled by the explosion of technology—data, applications, and devices are everywhere. The cloud, artificial intelligence (AI), and the internet of things (IoT) give organizations new ways to make sense of information and generate insights to transform their business. Realizing the benefits of digital transformation requires business leaders to look beyond technology to reimagine existing business models and embrace a different way of bringing together people, data, and processes to create value for customers.
Work with DataFrames columns in Azure Databricks
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 Azure Synapse
Get familiar with Azure Sentinel, a cloud-native, security information and event management (SIEM) service.
Implement Windows Server Data Deduplication
In this module, you'll learn how to evaluate whether Azure DevTest Labs is appropriate for setting up virtual machine environments for your team.
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.
Learn about programming languages and the tools that developers use to create software.
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 to track global air quality by 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
In this module, you begin learning the basics of programming by writing and running code in PowerShell.
Learn how to run and troubleshoot containerized apps using Docker containers with Azure Container Instances.
Implement Azure Monitoring for SAP workloads on Azure VMs
Describe how Azure Database for MySQL supports mission-critical workloads with predictable performance and dynamic scalability. Determine whether you should implement Azure Database for MySQL to address your relational database needs.
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.
Learn how to guard your Azure services from a denial of service attack using Azure DDoS Protection Standard.
Migrate on-premises MongoDB databases to Cosmos DB
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.
Plan, implement, and administer conditional access
This module introduces you to Azure Arc enabled servers and describes its characteristics, capabilities, and use cases.
Learn how to create Azure Stream Analytics jobs to process input data, transform it with a query, and return results.
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 databases to Azure Database for MySQL
Learn how to deploy JSON 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.
Innovation is a complex topic that encompasses many disciplines. The agility of the public cloud allows quicker innovation cycles and quicker hypothesis verification. Learn how to use Azure cloud technologies to sustain your organization's innovation requirements.
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 will also integrate MRTK features where appropriate.
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.
Azure Front Door provides a fast, reliable, and secure modern cloud content delivery network, integrated with intelligent threat protection.
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.
In this module, you'll learn about how Azure Digital Twins uses event routes to send data to consumers outside the service.
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.
In this module, you'll learn how to connect commands into a pipeline.
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.
Prepare for cloud adoption with a data-driven cloud adoption plan from the Cloud Adoption Framework. For new innovations, learn from others who have used the target platforms. For migrations, understand how to evaluate your assets and plan the efforts required to move them to the cloud.
Learn about how to effectively use modules and how to integrate with packages and third-party crates.
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.
Describe how Azure Bastion provides secure and seamless connectivity to your VMs directly in the Azure portal. Determine whether Azure Bastion can replace your administrative jump boxes.
Detect objects in images with the Custom Vision service
Learn about what coding is and install tools to help you code.
Manage data loss prevention policies and reports in Microsoft 365
Evaluate whether Azure Backup is appropriate to use for your backup needs and describe how the features of Azure Backup work to provide backup solutions for your needs.
Learn how to build a bot by using the Microsoft Bot Framework SDK.
Learn about Azure subscriptions, management groups, resource groups, Azure Resource Manager, Azure regions, and availability zones. Prepare for AZ-900.
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.
Discover the features that make Rust so unique: ownership and borrowing.
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.
Azure Pipelines help automate building, deploying, and maintaining your applications. While they support a wide range of platforms and programming languages, in this module you’ll focus on using them to implement ASP.NET apps on Azure App Service Web Apps with Azure SQL Database as their data store.
Learn to upload your existing project to GitHub.
Query data in the lake using Azure Synapse serverless SQL pools
Learn the different ways to ingest data into Azure Digital Twins.
As workloads are deployed to the cloud, operations are critical to success.
This module helps learner to deploy object detection solution using Live Video Analytics on IoT Edge.
Implement a CI/CD pipeline for Java containers.
Manage AD DS domain controllers and FSMO roles
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.
This module introduces you to the TypeScript language and shows you how to set up a TypeScript development environment.
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.
Learn how to get started with Azure Quantum and create an Azure Quantum workspace.
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. Prepare for AZ-900.
Learn about the different services that are available in Azure compute Prepare for AZ-900.
Success in cloud adoption depends on having a clear strategy that helps a team understand executive direction and regularly measure progress. This module will help you capture the cloud adoption strategy you need to drive your success.
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.
Evaluate whether Azure Data Explorer is appropriate to process and analyze your big data.
Learners should know and be able to describe data classification and data protection key concepts.
Discover how data systems and roles are evolving and explore the differences between on-premises and cloud data solutions using sample business cases.
This module explains how to use Azure CycleCloud for high-performance computing. It explains how to install and configure Azure CycleCloud to work with your Azure subscription as well as how to integrate a third-party scheduler. Finally, it covers how to create and deploy a basic HPC cluster on Azure.
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.
Get started with quantum computing on Azure Quantum and learn how to create and run Q# quantum programs on quantum computers in the cloud.
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. Prepare for AZ-900.
Create a classification model with Azure Machine Learning designer
Learn how to use TypeScript namespaces' to organize code.
Plan for cloud workload protections using Azure Defender
Add authentication and authorization to an ASP.NET Core web app using the Identity framework.
Use entity behavior analytics in Azure Sentinel
Find out how to assess efficiency with a value stream map to help you examine your existing release processes and technologies.
Learn how to create Bicep templates and create reusable infrastructure as code.
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.
Create and manage sensitive information types
Discover how Azure Traffic Manager provides DNS load balancing for your application to improve the performance and availability of your application.
Learn how to use Azure App Service to create a new ASP.NET-based web app, then publish and update directly from Visual Studio.
This module covers various concepts on the topic of accessibility.
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.
Consider constructing a wide area network (WAN) using software-defined Azure Virtual WAN networking services.
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 about space rocks, where they're found, and why they're valuable for 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.
Combine multiple tables with JOINs in T-SQL
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.
Get step-by-step instructions on how to place Prefab 3D assets and models into a Unity scene. Learn about Unity Scriptable Objects and mixed reality design considerations before deploying to a HoloLens 2.
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
Form Recognizer provides your software with automated data identification and extraction from your documents. Using an SDK or REST, the AI-powered service decreases, or can completely eliminate, time spent on and errors in data entry, while also making it easier to utilize your data.
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.
Evaluate whether Azure Data Lake Storage is appropriate for capturing your organization's structured and unstructured data.
Explore the strategic components, special factors, and use cases of an AI strategy in manufacturing that creates business value, with INSEAD and Microsoft.
You'll be able to enable Azure Update Management, deploy updates, review an update assessment, and manage updates for your Azure VMs.
Configure and manage automation using Microsoft Defender for Endpoint
Learn about Microsoft's commitment to privacy, how Azure adheres to common regulatory and compliance standards, and additional considerations government agencies need to make. Prepare for AZ-900.
Roll out Azure Container Instances into an Azure Virtual Network. You will evolve a basic container group into a more sophisticated configuration leveraging sidecar and initialization containers, as well as use private link to access other Azure PaaS resources.
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.
Create a Rust command-line program to manage to-do list items.
Get acquainted with the Kubernetes open-source container-orchestration system for automating application deployment, scaling, and management.
Troubleshoot tightly coupled HPC applications that are having runtime failures or are underperforming.
SQL Server Discovery using MAP
Manage data retention in Microsoft 365 workloads
Describe insider risk capabilities in Microsoft 365
Accelerate NFS storage for HPC workloads by using Azure HPC Cache.
Write JSON Azure Resource Manager templates by using Visual Studio Code to deploy your infrastructure to Azure consistently and reliably.
Learn how to create and publish custom GitHub actions.
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.
Choose the best service level of Azure NetApp Files based on your throughput requirements and including cost considerations.
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.
This module helps learner to deploy void detection solution using Live Video Analytics and Custom Vision
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.
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.
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.
Learn how to get started with Rust - set up the environment, write a program, and use the Cargo build system.
Implement compliance controls for sensitive data
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.
Perform Windows Server secure administration
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.
Learn to create components with Vue CLI.
Perform model selection with hyperparameter tuning
Learn how to perform different computer vision tasks using PyTorch.
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
Use Azure Resource Manager to organize resources, enforce standards, and protect critical assets from deletion.
Learn how to assign management access to a subscription by using Azure role-based access control.
Introduction to open-source database migration on Azure
There are many reasons for moving to Azure, and a proven, methodical approach can help you navigate that journey successfully. Microsoft provides guidance, tools, and programs you can use to ensure success.
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.
Learn and understand the key terms and concepts of data protection, privacy regulation, and data processing. Describe, at a high level, the key Azure technologies that pertain to data protection and compliance.
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.
Connect syslog data sources to Azure Sentinel
This module introduces you to the Azure Stack portfolio and describes basic architecture, core capabilities, and primary use cases of its products. You'll also learn about differences and similarities between Azure Stack HCI, Azure Stack Hub, Azure Stack Edge, and Azure.
Connect Microsoft 365 Defender to Azure Sentinel
Functions are the building blocks for any application you'll create. With functions, you can create named, reusable sections of code to help make it more readable and maintainable. This module explores the core concepts of functions.
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.
Evaluate whether Azure HDInsight can help your organization process big data. Describe how Azure HDInsight uses popular open-source frameworks that support many scenarios including extract, transform, data-warehousing, and others.
Create a knowledge store with Azure Cognitive Search
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 use Azure Quantum's optimization service to solve a job shop scheduling problem.
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.
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
Describe the identity protection and governance capabilities of Azure AD
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
Configure DLP policies for Microsoft Cloud App Security and Power Platform
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.
Explore the strategic components, special factors, and use cases of an AI strategy in Government that creates value, with INSEAD and Microsoft.
Learn how to set up the built-in Django admin site and configure users for the site.
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.
Azure Batch is a service that enables you to run large-scale parallel and high-performance computing (HPC) applications efficiently in the cloud. There's no need to manage or configure infrastructure. Just schedule the job, allocate the resources you need, and let Batch take care of the rest.
This module introduces Azure Sphere connectivity methods
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.
In this module, you'll learn how to connect an IoT Edge device to your IoT Central application
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
You're handed a secret message that needs a code cracker to find the truth. Learn how to solve the code mystery to reveal a location and date to find a hidden treasure. Get a glimpse into the popular Python programming language with this introductory lesson that requires no coding experience.
Run 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.
Learn how to enhance Xamarin.Forms apps with automation properties to improve support for screen readers to make apps more accessible.
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.
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
Text-to-speech converts text into human-like speech, along with the ability to create a unique, custom voice to use in your applications. We introduce the different types of voices, how to use them, and review situations when they are appropriate to use.
Secure the traffic from your users all the way to your web servers by enabling TLS encryption on Application Gateway.
Evaluate whether Azure API Management is appropriate for managing and exposing your organization's APIs
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. Prepare for AZ-900.
Utilize Threat and Vulnerability Management in Microsoft Defender for Endpoint
Improve availability and scalability by refactoring an existing API to use Azure Functions.
Get an introduction to how NASA chooses dates for a rocket launch and discover machine learning fundamentals.
Learn how to use the foundation of threat modeling to identify enterprise risks and find ways to reduce or eliminate them.
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 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. Prepare for AZ-900.
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.
Discover how Content Moderator can evaluate text, images, and video, for appropriateness.
Integrate machine learning within Azure Synapse Analytics
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.
Learn about variables and the data types that populate them.
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
Understand what generic types and traits are and how to use them in Rust.
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. Prepare for AZ-900.
Learners will be able to describe Microsoft Information Protection and Azure Information Protection as well as how to use sensitivity labels to classify and protect data. Learners should also be able to describe technologies such as unified labeling scanners, Cloud App Security, service encryption and Office 365 Message Encryption.
Describe how Azure Firewall Manager provides central security policy and route management for your cloud-based security perimeters. Determine whether Azure Firewall Manager can help you secure your cloud perimeters.
Send and receive data using Azure Data Share and transform data using Azure Data Factory
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. Prepare for AZ-900.
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.
Manage Azure Stack HCI virtual machine workloads
Learn how to add an OpenAPI-enabled Web API application to Azure API Management through Visual Studio.
Explore IaaS and PaaS platform tools for high availability and disaster recovery
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.
Build a bot with QnA Maker and Azure Bot Service
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.
Build advanced Bicep templates by using conditions to conditionally deploy resources and using loops to deploy multiple instances of resources.
Translator is a cloud-based service that uses Artificial Intelligence to reliably translate text and documents between languages in near real time. You can add multi-language user experiences to your apps in 90 languages and dialects, along with free text translation with any operating system. Translator also has customizable translation models that can better understand industry-specific terminology or pronouns.
Choose the correct HDInsight Configuration to build open-source analytics solutions
SAP HANA on Azure Compute, Network, and Storage
Learn how to build, run, and tune tightly coupled HPC applications in Azure.
In this module, you'll learn about how your organization's devices can be provisioned and managed. Additionally, you will learn about the different types of enrollment methods available using Microsoft Endpoint Manager.
Perform device investigations in Microsoft Defender for Endpoint
Describe the eDiscovery and audit capabilities of Microsoft 365
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.
Integrate Azure services with Azure Stack HCI
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.
Learn how to authenticate users with Azure Active Directory and get authorized access to data in a Java web app using Microsoft Authentication Library.
Perform machine learning with Azure Databricks
Clustering is a kind of machine learning that is used to group similar items into clusters.
Monitor and maintain Azure Active Directory
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 the templating engine in Django to create dynamic HTML. In this module, you'll create views and use template variables, inheritance, and tags.
Learn about service-level agreements (SLAs) in Azure, and how they can affect your application design decisions. See how to access preview services and learn how they affect your planning. Prepare for AZ-900.
Learn about different strategies to manage relationships between data entities when modeling a database for Azure Cosmos DB.
Conceptual introduction to data residency and sovereignty and overview of the options provided by Azure for public agencies to protect their data in the cloud.
Characterize DevOps Continuous Collaboration and Continuous Improvement
Use containers for your Language Understanding Intelligent Service (LUIS) Apps
Transform data with DataFrames in Apache Spark Pools in Azure Synapse Analytics
Learn how to use Azure Advisor to optimize your Azure usage, lower costs, and increase efficiency.
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.
Configure and manage Hyper-V virtual machines
Form Recognizer extracts data at scale to enable the submission of documents in real time, at scale, with accuracy. This module gives users the tools to use the Azure Form Recognizer vision API.
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.
Design a multidimensional schema to optimize analytical workloads
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.
Send event-based telemetric data in real time to Azure Cosmos DB by using Azure Functions and an event hub.
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.
Implement and manage Active Directory Certificate Services
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.
Plan and design the integration of enterprise apps for SSO
Use the Computer Vision API to analyze images for insights, extract text from images, and generate high-quality thumbnails.
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.
Learn about Azure VM disk performance and how to enable caching to help optimize read and write access to storage.
Learn how to deploy child and extension resources, and refer to existing resources, within your Bicep code.
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.
Understand how to handle errors and log helpful information in your Go programs.
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.
Learn how to work with React components and data.
Control and apply parameters to a Bicep template while protecting sensitive inputs.
Azure SQL Edge is an optimized relational database engine geared for IoT and IoT Edge deployments. It provides capabilities to create a high-performance data storage and processing layer for IoT applications and solutions.
Implement Windows Server File Server high availability
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.
Connect data to Azure Sentinel using data connectors
Django is one of the most popular Python web frameworks. Explore its benefits, learn how to install it, and create your first project.
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.
Connect non-Azure resources to Azure Defender
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.
Explore models and data in Django. Learn about the object-relational mapper, create your own models, and set up a database.
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.
Describe how Azure Web Application Firewall protects Azure web applications from common attacks, including its features, how it’s deployed, and its common use cases.
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.
Create a custom skill for Azure Cognitive Search
Protect, monitor, and tune a migrated database
Apply the what-if command to see the impact of a deployment before it's applied.
Describe Windows Server administration tools
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 web app with Blazor, Visual Studio Code, and C#.
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.
Classify images with the Custom Vision service
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.
Learn how to develop typed functions by using TypeScript.
Describe how Azure Firewall protects Azure Virtual Network resources, including the Azure Firewall features, rules, deployment options, and administration with Azure Firewall Manager.
Implement high availability of Windows Server VMs
Explore Azure DevOps capabilities and get started setting up your own organization knowing what separates elite performers from low performers.
Diagnose and fix common web accessibility issues in an ASP.NET Core application.
You'll be able to implement Adaptive application controls within your organization to protect your Windows Server IaaS VMs.
In this module, we'll authenticate to GitHub, create a local Git repository, and push the repository to GitHub by using the Git tooling experience in Visual Studio 2019. We'll add and modify files, stage and commit changes, and then finally push to your remote.
Learn to use Azure Update Management to update virtual machines, verify agent connectivity, and use Azure Log Analytics in your cloud environment.
Describe how Azure Private Link enables private connectivity to Azure services, including its features, how it works, and its use cases.
After completing this module, you will have set up Microsoft Intune. Set up includes reviewing the supported configurations, signing up for Intune, adding users and groups, assigning licenses to users, and confirming the MDM authority.
Survey the Components of Azure Synapse Analytics
Deploy a Java EE (Jakarta EE) application to JBoss EAP on Azure App Service and bind it to Azure Database for MySQL.
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.
Understand more about concurrency, one of the most unique features in Go.
Learn how to do audio classification with PyTorch.
Learn how to declare and instantiate classes in TypeScript.
Create and manage Azure Sentinel workspaces
Learn to create a successful open-source program by establishing contributor guidance, following proven processes, and leveraging community standards.
Stream simulated operational telemetry data from physical assets to Azure Digital Twin and visualize data in Unity and the HoloLens. Learn how to use an ARM template, create a user interface in Unity, and identify performance events before deploying to a HoloLens 2.
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.
Learn about Azure VMware Solution to host your VMware workloads in Azure.
Implement a CI/CD pipeline for Python.
Analyze text with the Text Analytics service
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.
Learn about Rust concepts such as variables, data types, structs, enums, functions, indexing, hash maps, and flow control.
Implement Storage Spaces and Storage Spaces Direct
Deploy and manage Azure IaaS active directory domain controllers in Azure
Hunt for threats using notebooks in Azure Sentinel
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 (MRTK) into your Unity project to accelerate your mixed reality development. You can also deploy your project to a HoloLens.
Learn how to handle language and solve natural language processing tasks with PyTorch
The Migrate methodology in the Cloud Adoption Framework guides you through migration to Azure by using repeatable processes and common tools.
Azure CycleCloud templates offer a declarative provisioning model that helps you minimize administrative overhead associated with deploying and maintaining custom HPC environments in Azure.
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.
This module provides a high-level overview of SaaS offers in the commercial marketplace
Level up your Git knowledge by learning how to keep code separate in branches, and how to merge them later.
Manage users and groups in Azure Active Directory
Learn how to deploy a Django application.
Evaluate whether Microsoft Azure NetApp Files is appropriate for migrating and running your organization's file-based workloads.
Learn how to use Docker to build, store, and manage private container images with the Azure Container Registry.
This module guides you through implementing Azure-managed data stores in an ASP.NET Core microservices app.
In this module, you will learn the core features of Azure Cosmos DB SQL API and determine if it's a good fit for your projects.
Use Azure Synapse serverless SQL pools for transforming the data in the lake
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.
Get step-by-step guidance on how to set up and configure a mixed reality project in Unity for HoloLens 2. Learn about the Azure Digital Twins and SignalR services and common use cases for the Azure platform in Mixed Reality.
Learn about the available types and how to associate them with variables.
Learn to automate DevOps processes by using GitHub Apps that handle repetitive tasks, enforce team policies, and maintain a tidy repository.
Deploy and customize a SUSE Linux Enterprise Server (SLES) on Azure virtual machine (VM) using YaST admin and zypper package management tools to add RPM packages. Learn how SUSE groups packages and reconciles package dependencies to help ensure you run the latest updates and versions. Practice using YaST and zypper to install a LAMP stack on a SLES Azure VM.
Learn how to threat model a client application for security risks and find ways to reduce or eliminate them before installing it into a secured environment.
Discussion of the benefits of the public cloud for public sector agencies, with special attention to how Azure can be helpful to them.
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.
Populate slowly changing dimensions in Azure Synapse Analytics pipelines
Learn about the Azure services you can use to help ensure that your network is safe, secure, and trusted. Prepare for AZ-900.
In the language of your choice (Node.js, Python, or .NET), deploy an end-to-end solution to solve the real-world scenario of catching the bus. You'll learn how to architect a solution that uses Azure SQL Database, Azure Functions, Azure Static Web Apps, Logic Apps, Visual Studio Code, and GitHub Actions.
Create a language model with Language Understanding
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.
In the language of your choice (Node.js, Python, or .NET), learn how to deploy an Azure Function that adds real-time data to an Azure SQL Database and triggers an Azure Logic App for notifications, all with GitHub Actions for CI/CD.
Azure App Service on Kubernetes with Azure Arc enables implementation of Azure application-platform services on customer-managed, Arc-onboarded Kubernetes clusters. Azure App Service is one you can implement.
Optimize data warehouse query performance in Azure Synapse Analytics
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.
Discussion of the private and hybrid cloud solutions for government customers to enforce data sovereignty, meet compliance requirements, and protect sensitive data.
Learn the fundamentals of creating UI for Windows 10 apps, combining elements to create the UI that you want on either UWP or WPF platforms.
Create 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
Implement Azure Backup for SAP workloads on Azure VMs
This module provides a high-level overview of VM offers in the commercial marketplace
Use data loading best practices in Azure Synapse Analytics
Perform actions on a device using Microsoft Defender for Endpoint
Azure Remote Rendering enables you to render high-quality, interactive 3D content in the cloud. You can stream this content in real time to devices, such as the HoloLens 2.
Learn how to document an existing API, written in C#/ASP.NET Core, using Swashbuckle, Swagger/OpenAPI, and Swagger UI.
In this module, you'll learn about ways to handle errors in Rust.
This module introduces you to the basics of Azure. Prepare for AZ-900.
Discover how Solidity can help you program smart contracts for the Ethereum blockchain platform.
Orchestrate containers on Windows Server using Kubernetes
Implement initial configuration of Azure Active Directory
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 model that classifies space rocks in random photos.
Design and create a realistic release pipeline that promotes changes to various testing and staging environments.
Create a Terraform configuration, provision your Azure resources, and set up your project for continuous integration and continuous delivery (CI/CD) by using either GitHub Actions or Azure Pipelines.
Learn how to create transactions, manage memory, and use the cache-aside pattern with Azure Cache for Redis
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 an AI model to predict types of space rocks in images. Train and test your model by using random photos.