Microsoft Learn provides self-paced, digital learning resources to build skills and a foundational understanding of technology. Microsoft Learn provides resources to complement existing institution courseware and study materials to best prepare students for in-demand jobs and Microsoft industry-recognized certifications. Microsoft Learn provides step-by-step, bite-sized tutorials and engaging modules that are available online and support learners with technology proficiency ranging from beginners to advanced learners. The learning paths have interactive sandbox environments to provide “hands-on” interactions with Microsoft technologies. Learners can create a profile on Microsoft Learn to access additional features such as collections, track progress on learning activities and view personalized recommendations.
This module describes how you can use Intune to create and manage WIP policies that manage this protection. The module also covers implementing BitLocker and Encrypting File System.
Introduction to the stakes and options for implementing Azure to safeguard public sector data.
Add decision logic to your code using `if`, `else`, and `else if` statements in C#
Implement authentication by using the Microsoft Authentication Library
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 learn how to design and implement Azure ExpressRoute, ExpressRoute Global Reach, ExpressRoute FastPath.
Learn about DevOps for machine learning, machine learning operations, and MLOps.
Monitor Windows Server IaaS Virtual Machines and hybrid instances
Use DALL-E in Azure OpenAI service to generate images
Manage Azure Kubernetes Service on Azure Stack HCI
We will learn to use a rich set of REST response codes returned by Azure Cosmos DB request to help you analyze potential issues.
Learn how to do audio classification with TensorFlow.
Learn how to create a data model, tables, indexes, constraints, and use data types with Azure data studio.
This module introduces new capabilities in security, scalability, and availability in SQL Server 2022.
Implement Windows Server IaaS VM network security
Learn how to write simple queries in Kusto Query Language (KQL) by using the operators take, project, count, where, and sort.
Understand analytics solutions in the Azure data ecosystem. Explore the architecture of a scalable analytics solution to meet business needs.
Learn how to use Azure AI services to recognize and synthesize speech.
Use the Cloud Adoption Framework getting-started guides to unblock your organization's cloud adoption efforts.
Learn how to train machine learning models in notebooks and track your work with MLflow experiments in Microsoft Fabric.
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.
Learn multiple assessment tools that facilitate the migration of databases to Azure, including the Azure SQL Migration extension for Azure Data Studio, Azure Migrate, and Data Migration Assistant.
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.
This course provides a basic understanding of what HoloLens can do for an organization
Learn how to set up the Rust development environment, write a program, and use the Cargo build system.
Demonstrate your ability to update a console app that implements arrays, foreach loops, and if statements in response to a user requested feature update.
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.
This Microsoft Learn module provides a foundation for User Experience (UX) and design thinking. Your product ultimately exists to serve your end user, and by starting with their experience and the design that supports it, we can start with a strong foundation.
PowerShell comes with a built-in help system. Use help to read more about a command, what the command does, and how to call it. Also, if you inspect what a command returns, you can use that information to customize the output, determine what commands are logically grouped, and determine how to use the commands together.
In this module, you learn how to create and configure access to a Log Analytics workspace. You also learn how to configure data retention and to enable health status alerts for a Log Analytics workspace.
Discover the Azure AI Personalizer service that is part of Azure AI services.
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.
Learn about continuous development for machine learning, machine learning operations, and MLOps.
Evaluate strategies for migrating to Azure SQL
Learn about Azure Database for MySQL security, encryption in Azure Database for MySQL, and how to configure Microsoft Entra authentication.
Write code to create, read, update, and delete items in Azure Cosmos DB for NoSQL.
Use Python to make a simple program to count the number of each type of space rock.
Learn Autonomous Intelligence technologies and evaluate when to use it.
Learn how to have threads send messages to other threads.
Get tips and tricks for teaching AI-900 Microsoft Azure AI Fundamentals
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.
Relational databases store many different types of data for many different types of applications. Some databases have thousands of users and some have just one user. Some tables have tens of rows while others have millions of rows. Some data is unique while other data is duplicated. All of these variables mean that database management systems (DBMSs) need systems to understand the data and the queries that are running against this data to ensure optimum performance. When you are performance tuning a database, it is important to understand how performance tuning works and how you can assess performance metrics.
Learn how to deploy Microsoft Sentinel and connect the services you want to monitor. Then you can use Azure and AI to provide analysis of security alerts.
Explore strategies that you can use on Azure to optimize your cloud-native application-development process by using Azure Kubernetes Service (AKS).
This module explains the built-in security features of Windows clients and how to implement them using policies.
This module describes how to extend your cloud-native application to provide IoT functionality by integrating its components with Azure IoT services and using Cosmos DB to provide a persistent data store.
Learn the incident response fundamentals necessary to help you sustainably achieve the appropriate level of reliability in your systems, services, and products.
Respond to data loss prevention alerts using Microsoft 365
Learn how to perform inclusive product design for users with diverse capabilities
This module guides you through the code verification process for a C# console application. Hands-on activities provide experience identifying logic issues, debugging the application, and implementing exception handling. Step-by-step instructions are provided.
When we think of machine learning, we often focus on the training process. A small amount of preparation before this process can not only speed up and improve learning, but also give us some confidence about how well our models will work when faced with data we have never seen before.
Azure Cosmos DB for PostgreSQL is the ideal database from hosting PostgreSQL at any scale. The distributed architecture allows multitenant software as a service (SaaS) application providers to easily scale from a single-node to a multi-node distributed cluster as the number of tenants grows.
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.
Implement blue-green deployment and feature toggles
This module helps users understand the hybrid data platform capabilities of SQL Server 2022.
Azure Stack HCI provides highly resilient and performant software-defined volumes.
This module covers managing mailboxes, resources, and admin roles in Exchange Online with PowerShell.
Learn how to automate Azure Load Testing and Azure Chaos Studio simultaneously as part of your CI/CD pipelines.
Introduction to Microsoft 365 threat protection
Create Azure resources using Azure Resource Manager templates
In this module you'll learn how slot swapping operates and how to perform a swap. You'll also learn how to route traffic to different slots manually and automatically.
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).
This module explores the differences between Microsoft Purview Audit (Standard) and Audit (Premium), plus the key functionality in Audit (Premium), including setup requirements, enabling audit logging, creating audit log retention policies, and performing forensics investigations.
Azure Architects design and recommend Azure compute solutions.
Enforce model security in Power BI using row-level security and object-level security.
Implement CI/CD pipeline for Node.js applications. Automate deployment of Vue, React, Angular or Webpack apps with Azure Pipelines.
Playing the Who Hacked? game is an optional activity for Security Operations Analysts.
Get familiar with Microsoft Sentinel, a cloud-native, security information and event management (SIEM) service.
Learn about the importance of collaboration with the disability community in creating accessible gaming experiences. Identify methods to build connections with these communities. Implement best practice etiquette during these collaboration sessions.
Apply your cybersecurity architect skills on a real business scenario in the area of infrastructure security. You analyze design requirements, answer conceptual and technical questions and design a solution to meet the business needs.
Learn how to create a private registry service for building, storing, and managing container images and related artifacts.
Get started using Jupyter notebooks for Python programming.
Learn how to configure Azure Cache for Redis, interact with the cache, and connect an application to Azure Cache for Redis by using .NET.
We will learn to use Azure Monitor to create and analyze monitoring data for Azure Cosmos DB.
Implement Windows Server Data Deduplication
Translate speech with the Azure AI Speech service
Identify cost optimization opportunities to maximize cloud efficiency and visibility with the Microsoft Azure Well-Architected Framework.
Create and manage scheduled jobs using Windows PowerShell
Explore key concepts of data analytics, including types of analytics, data, and storage. Explore the analytics process and tools used to discover insights.
Design machine learning operations MLOps solution with Azure Machine Learning Python SDK v2.
Learn advanced patterns in auto-assessment with PyBryt.
In this module, you'll learn how to use Azure AI services to create a text to speech application.
Streamline the installation and maintenance of software on your computer by using Windows Package Manager. Explain the front-end components and commands, the Windows Package Manager repository, and how to contribute to the repository.
Learn how to configure Azure Policy to implement compliance requirements.
Learn about programming languages and the tools that developers use to create software for web development.
Describes Azure Private 5G Core deployment tasks, including prerequisites, deployment methods, and creating mobile network and site.
In this module, you'll create a basic web app that can be used for voice calling with Azure Communication Services.
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 to choose between Azure CNI and kubenet, two networking plugin options for an Azure Kubernetes Service cluster.
Learn how to create apps in some of 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.
Ensure that your program’s unique selling points focus on the benefits of implementing certifications, and discover the support available through the Microsoft Learn for Educators program.
Once identity is deployed, proper governance using access reviews is necessary for a secure solution. Explore how to plan for and implement access reviews.
Learn key concepts used to build machine learning models with PyTorch. We'll train a neural network model that recognizes and classifies images.
Learn all about Microsoft Defender for Cloud and how it can protect your multicloud environment, which can consist of Azure, AWS, GCP, Hybrid and on-premises servers, databases and more.
This module explains the structure of the namespaces that contain classes and also how to query instances of a class. It covers how to query remote computers by using ad-hoc connections and CIM sessions.
In this module, you'll learn how to use Azure AI services to create a speech to text application.
Stop hackers from getting into your Windows and Linux servers. In this module, you’ll discover how to protect VMs and servers with Microsoft Defender for Cloud
Azure AI services for Vision, powered by Microsoft’s Florence large foundation model, incorporates significant improvements to image analysis and groundbreaking customization capabilities.
Learn the basics of programming by writing and running code in PowerShell.
Secure MySQL database and Key Vault using a private endpoint
Learn how to run and troubleshoot containerized apps using Docker containers with Azure Container Instances.
The Microsoft Learn for Educators program provides eligible educators and faculty members at colleges, universities, community colleges, polytechnics, and some STEM-focused secondary schools access to Microsoft's ready-to-teach curriculum and teaching materials aligned to industry-recognized Microsoft Certifications. The Microsoft certifications enhance your students' credibility by giving them a professional advantage through globally recognized, industry-endorsed evidence of skills mastery.
Build a deployment workflow for Bicep infrastructure as code templates. Create a single workflow to deploy infrastructure, applications, and data.
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.
Learn what Azure VPN Gateway does, how it works, and when you should choose to use Azure VPN Gateway as a solution to meet your organization's needs.
Add Azure Cloud Services such as Azure Storage, Azure Custom Vision, and Azure Spatial Anchors for your mixed reality application.
Orchestrate data movement and transformation in Azure Data Factory or Azure Synapse Pipeline
Purchase Azure savings plan for compute helps customers minimize their operational costs.
This module explores Azure and SAP licensing requirements and licensing costs, and walks through the support request process for Azure virtual machines. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
Understand the security capabilities of Azure Arc-enabled servers. Learn about the benefits of and how to onboard Azure Arc-enabled servers to Microsoft Defender for Cloud, Microsoft Defender for Servers, and Microsoft Sentinel.
This module explains about the Windows PowerShell pipeline and some basic techniques for running multiple commands in it.
Manage SharePoint Online by using Windows PowerShell
Learn how to add custom domain name to Microsoft Entra ID.
Learn how to guard your Azure services from a denial of service attack using Azure DDoS Protection.
Azure Stack HCI provides a highly flexible and more secure multitenant networking environment.
In this module, we explore the process of creating an app registration in Microsoft Entra ID. Then explore the settings and configuration options. You create a single page app, register multitenant app, and other options. As part of this process, we dig into granting user access to apps and configure how and when they can use the app and its data.
Shallow dive into how Git, as a technology, manages source control.
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.
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
In this module you learn how to use Application Insights to monitor application performance and how to use Azure ASQL Insights to improve performance of Azure SQL database applications.
Create an Azure IoT Central application to monitor telemetry, observe the state, send commands and configure rules for maintenance notifications.
You'll learn about common cyberthreats like ransomware and what kinds of attack patterns an organization must be prepared for.
Learn how to evaluate Azure 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 apps, and implement data binding in your applications.
Understand the capabilities and architecture of Azure Arc-enabled servers. Learn how to test and select the right deployment method for your machines. Finally, adopt best practices and advanced security considerations for Azure Arc-enabled servers.
Learn the primary concepts and technologies of AI, and how Microsoft is turning the latest AI into tools, products, and services that organizations can use.
Learn about connection handling in MySQL, back up and restore, and the client interrace options available for MySQL.
Learn how to use Git version control with your Bicep files and infrastructure as code.
Learn how to add a database to a minimal API application.
Run jobs in Azure Machine Learning with CLI (v2)
Create a simple application and add configuration, client library references, and C# or JavaScript code to connect it to Azure Storage.
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.
Discover the key products and services that can help you create communication applications on Azure with Communication Services.
Azure Machine Learning Python SDK v2
Build a deployment pipeline for Bicep infrastructure as code templates. Create a single pipeline to deploy infrastructure, applications, and data.
Conditional Access gives a fine granularity of control over which users can do specific activities, access which resources, and how to ensure data and systems are safe.
This module introduces you to Azure Arc-enabled servers and describes its characteristics, capabilities, and use cases.
Azure Disk Storage offers a range of disk types and capabilities that you can use to optimize application performance and costs in specific scenarios. In this module, you'll learn more about how disk performance works and identify Azure Disk Storage capabilities and performance-scaling options.
By combining the stream processing capabilities of Azure Stream Analytics and the data visualization capabilities of Microsoft Power BI, you can create real-time data dashboards.
Perform code-free transformation at scale with Azure Data Factory or Azure Synapse Pipeline
Migrate on-premises MySQL databases to Azure Database for MySQL
Introduction to Azure Arc-enabled data services
Learn how to assemble custom models into composed solutions that can analyze different types of your own documents.
Learn how to deploy JSON Azure Resource Manager (ARM) templates by using Azure PowerShell, the Azure CLI, and GitHub Actions.
SAP professionals work to manage SAP workloads efficiently on a secure, scalable, and reliable cloud platform. This module explores how Azure Center for SAP Solutions (ACSS) helps achieve these goals.
This module examines SAP HANA on Azure (Large Instances) certified offerings and deployment offerings. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
Strings and string operations are among the main core types in Python. Manipulating text is an essential developer skill, and Python offers several ways to work with strings.
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 a Microsoft Entra identity.
Concepts around physical and management architecture for Azure, including data centers and regions, management groups and subscriptions, etc.
This module shows how to create accessible and inclusive content for mobile apps and the web.
Azure Machine Learning Python SDK v2.
This module introduces you to troubleshooting device connection and communications issues, and it examines best practice approaches and troubleshooting guidelines that apply to device connections.
Visualize large projects as spreadsheets or boards, and automate everything with code.
Becoming familiar with the Microsoft technical training program will provide direction when preparing to implement the fundamentals course materials in your classroom.
As an intern in tech, learn about ways to grow that can help you move easily to a full-time position.
Innovation is a complex subject 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.
Build an Azure Machine Learning custom skill for Azure Cognitive Search
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
By the end of this module, you'll be able to set up, create, and build an application using StereoKit. You'll understand the features of StereoKit through a sample application called StereoKit ink application. You'll also work across OpenXR platforms like HoloLens 2 and Windows Mixed Reality.
Learn the core features and functionality of Azure Cosmos DB.
Datacenter integration for Azure Stack Hub
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.
Determine the best approach to moving domain controllers to Windows Server 2022. Learn how the Active Directory Migration Tool can consolidate domains within a forest or migrate domains to a new AD DS forest.
This module explores SAP on Azure database support and best practices for Azure for SAP workloads. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
Monitor Microsoft Entra security events with built-in reporting and monitoring capabilities to prevent unauthorized access and potential data loss.
Learn about the basics of Kusto Query Language (KQL), and the various Microsoft products that use it.
Learn how to use self-regulation to work strategically.
Transform data by implementing pivot, unpivot, rollup, and cube
Learn how continuous monitoring and dashboards give you insight into how customers use your software and where patterns of failure occur.
Evaluate whether Microsoft Graph PowerShell is appropriate to automate your business processes
Learn tips and tricks about preparing for your first teaching session, which labs to use, when and how to introduce technical topics, as well as other resources and materials.
Discover the fundamentals of Mixed Reality, and prepare the resources you need to create an interactive experience for basketball fans and coaches inspired by *Space Jam: A New Legacy*.
Learn how to configure Azure Monitor, including querying the Azure Monitor activity log.
You'll be able to deploy Desired State Configuration (DSC) extensions, implement those extensions to remediate noncompliant servers, and use custom script extension.
GitHub Copilot for Business builds the power of generative AI into an editor extension that suggests code in real-time. By using context to provide and synthesize code to match, it allows developers to convert comments to code, autofill repetitive code, and show alternatives.
In this module, you'll learn how to connect commands into a pipeline.
Learn how to create an Azure Key Vault to store secret values and how to enable secure access to the vault.
Learn about GitHub Actions Importer and how it can help facilitate migrations from your current CI/CD tool to GitHub Actions.
Deploy a pre-built temperature simulator module to an IoT Edge device using a container. Check that the module was successfully created and deployed and view simulated data.
This module introduces you to services and service features that can be used with, or as an alternative to, IoT Hub message routing to process messages, and examines IoT Hub message processing limits.
This module covers Microsoft Defender for Cloud Apps, focusing on securing sensitive data, its relevance in dynamic work settings, and effective utilization for improved security posture.
Grant access to data stored in your Azure Storage accounts securely by using shared access signatures.
Creating a hybrid-identity solution to use your on-premises active directory can be challenging. Explore how to implement a secure hybrid-identity solution.
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.
Work with reusable Bicep modules by using Bicep registries. Create a private registry for your organization. Publish and consume modules by using your organization's registry.
Explore two capabilities in the DevOps taxonomy, Continuous Security and Continuous Operations.
Index Azure Cosmos DB for NoSQL data with Azure Cognitive Search.
Set up a continuous integration (CI) pipeline that automates the process of building your application.
Manage infrastructure certificates for Azure Stack Hub
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 MySQL’s pluggable storage engine model, and learn about common storage engines, and those supported by Azure Database for MySQL.
Learn about how to effectively use modules and how to integrate with packages and third-party crates.
You learn how to analyze the security requirements for different types of endpoints including servers, clients, IoT, OT, mobile, and embedded devices. These requirements will take into account different platforms and operating systems and set standards for endpoint protection, hardening and configuration.
Learn how to write Kusto Query Language (KQL) queries to combine and retrieve data from two or more tables by using the `lookup`, `join`, and `union` operators.
Learn to apply key principles in your workload to achieve a highly reliable design with health monitoring checks.
This module introduces Azure Stack HCI technologies. You'll learn about the core Azure Stack HCI technologies, including Hyper-V, software-defined storage, and 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.
Manage your cloud security posture management
Learn how to use Azure AI Custom Vision to create an object detection solution using the Custom Vision studio.
Learn about what coding is and install tools to help you code.
Manage data loss prevention policies and reports in Microsoft 365
Improve data governance and asset discovery using Power BI and Microsoft Purview integration.
Online and offline migration option to Azure Cosmos DB API for MongoDB.
To deliver an effective operating model for the cloud, it's important to establish appropriately staffed organizational structures. This module explores the available operational models as your organization moves from an on-premises IT environment to the cloud.
Explore the fundamentals and core business concepts of startups. Learn about factors that can lead to success and failure.
Learn about the Microsoft.Azure.Cosmos library, and then download the library to use in a .NET application.
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 manage execution flow in your programs by using `if...elif...else` and loop constructs.
Learn how to build a bot by using the Microsoft Bot Framework SDK.
Classification means assigning items into categories, or can also be thought of automated decision making. Here we introduce classification models through logistic regression, providing you with a stepping-stone toward more complex and exciting classification methods.
Offer an Event Hubs resource provider for Azure Stack Hub
Choose the correct data type in your C# code
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 programming languages like Python to explore, visualize, and manipulate data.
Take advantage of advanced features of Pytest, a popular test framework to write and run tests in Python. Find about parametrize and reusable code with test fixtures.
Learn how to manage changes to your repository source by using pull requests.
This module describes how to use Microsoft Endpoint Manager and Power BI to create compliance and custom reports.
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.
This module describes tools that help monitor Azure utilization and status.
Create consistent user interfaces across different devices by using StackLayout and Grid.
Learn to upload your existing project to GitHub.
Use Azure Synapse serverless SQL pool to query files in a data lake
As workloads are deployed to the cloud, operations are critical to success.
Learn to create a Log Analytics workspace within the Azure portal, enabling robust data collection and analysis for Microsoft Defender for Cloud to enhance your security posture.
You learn how to analyze security requirements for different cloud offerings (SaaS, PaaS, and IaaS), IoT workloads, web workloads and containers.
Create stored procedures and user-defined functions
This module helps learner to deploy object detection solution using Live Video Analytics on IoT Edge.
Improve your observability practices by defining a health model for mission-critical applications. A health model helps you quickly identify and troubleshoot issues that might affect the health of your mission-critical solution.
Implement an Azure Pipelines continuous integration and continuous deployment (CI/CD) pipeline for Java containers.
Manage AD DS domain controllers and FSMO roles
Learn how to build your own Azure Developer CLI templates
Use Express for Node.js to build RESTful APIs. Create and configure middleware to add things like logging, authentication and authorization, and other web development technologies. Use JavaScript (CommonJs) with Express to create a Node.js web server with Visual Studio Code.
This module explores the architecture and core capabilities of Software Defined Networking (SDN) on Azure Stack HCI. It also includes a couple of demonstrations illustrating a sample deployment of SDN on Azure Stack HCI.
This lesson describes building the LangtonsAnt project using classes and methods.
This module introduces you to device enrollment processes and tools, X.509 certificate enrollment and rolling certificates, the deprovisioning process, and support for multi-tenancy.
Use methods with parameters and return values to develop the features of a console mini-game.
Format alphanumeric data for presentation in C#
This module introduces you to the TypeScript language and shows you how to set up a TypeScript development environment.
Create a lake database in Azure Synapse Analytics
Learn how to embody diversity and inclusivity across marketing engines
This module covers the cmdlets that are used to administer Active Directory Domain Services.
This module explains what Azure Load Balancer does, how it works, and when you should choose to use Load Balancer as a solution to meet your organization's needs.
In this module, you'll learn about managing secrets in your Java applications on Azure. You'll explore best practices like Zero Trust and Zero Secrets, and see how to apply them to a hands-on Java project using Azure Key Vault.
Security is a core consideration for all customers, in every environment. But moving to the cloud is a significant change that requires a shift in your security mindset and approach. The Cloud Adoption Framework provides guidance for this security journey by providing clarity for the processes, best practices, models, and experiences.
Integrate data with Azure Data Factory or Azure Synapse Pipeline
Learn about how to connect to data from the Azure Machine Learning workspace. You'll be introduced to datastores and data assets.
Automate Azure Virtual Desktop management tasks
Learn how to configure Azure Kubernetes Service including networking, storage, and scaling.
Introduction to Azure compute services (virtual machines, Azure Virtual Desktop, Azure Functions) and networking services (virtual networks, ExpressRoute, DNS, etc.).
Learn the basics of machine learning using Azure Machine Learning's Automated Machine Learning.
Describe data analytics at scale and understand the roles of a data team. Learn about the responsibilities of an enterprise data analyst and what tools are available to build scalable solutions.
Learn how to install and use the Windows Server Migration Tools cmdlets to migrate commonly used server roles from earlier versions of Windows Server.
Success in cloud adoption depends on having a clear strategy that helps a team understand executive direction and regularly measure progress. This module helps you capture the cloud adoption strategy you need to drive your success.
Create cohesive, inclusive, and efficient Power BI reports to effectively communicate results.
Learn about the different app hosting options in Azure and perform an app migration.
Learn how to build bots that can complete tedious tasks. Improve customer service by making bots responsible.
This module introduces Mobile Application Management (MAM). Students will learn about considerations for implementing MAM and will be introduced to the management of MAM using Intune and Configuration Manager.
This module explains what Azure Network Watcher does, how it works, and when you should choose to use Network Watcher as a solution to meet your organization's needs.
Azure Architects design and recommend non-relational data storage solutions.
This module explains how to send pipeline data to files and in various output formats.
Process change feed events using the change feed processor in the Azure Cosmos DB for NoSQL .NET SDK.
Learn how to track model training with MLflow in jobs when running scripts.
Learn the essentials of Azure SQL Database deployment and migration. Explore its benefits, exclusive features, and migration options while optimizing performance and application connections for a smooth transition to the cloud.
This module presents the core ideas and definitions needed to understand accessibility concepts. You'll 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.
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.
Learn how to enrich the capabilities of your bot by using the prebuilt scenario templates.
Build an application that spans multiple geographic locations for high availability and resiliency.
Learn how to choose a deployment scenario for managing HoloLens devices.
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.
JavaScript is a programming language used for web development as well as the server. Learn how to manipulate and store data within JavaScript.
Learners should know and be able to describe data classification and data protection key concepts.
Learn to configure an Azure Virtual Network peering connection and address transit and connectivity concerns.
You learn techniques to design security operations capabilities including logging, auditing, Security Event Management (SIEM), Security Orchestration and Automated Response (SOAR), and security workflows.
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.
Learn how to create, manage, and grant permissions to workload identities, which enable your deployment workflows to securely authenticate to Azure.
Receiver operator characteristic curves are a powerful way to assess and fine-tune trained classification models. We introduce and explain the utility of these curves through learning content and practical exercises.
Monitor, diagnose, and troubleshoot your Azure Storage
This module explores migration of databases over 20 TB, considered very large databases, and the require techniques and procedures to achieve a migration from on-premises to Azure within an acceptable downtime and with minimized risk. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
Learn about the most common startup revenue models. See practical tips on how to get your startup to start generating revenue.
This module covers PowerShell providers that connect Windows PowerShell to data stores. They offer an easier-to-understand and consistent interface for working with data stores.
Introduction to Azure Bot Service and Bot Framework Composer
Learn how to create and configure an Azure Container Registry, the process of pushing container images to Azure Container Registry and explore different authentication methods and security features for Azure Container Registry.
Evaluate if testing is right for your scenarios, and familiarize yourself with basic testing concepts such as TDD, BDD, unit testing, UI testing, and the test pyramid.
Understand the monitoring capabilities of Azure Arc-enabled servers. Learn about the benefits of and how to onboard Azure Arc-enabled servers to Azure Logs and Metrics, VM Insights, and Azure Monitor Alerts.
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.
This module explains how to work with PowerShell drives.
This module guides you through implementing BFF in an ASP.NET Core microservices app.
Learn how to provide disaster recovery for your on-premises infrastructure by using Azure Site Recovery to manage and orchestrate replication. Use Site Recovery to perform failover and failback of VMware virtual machines, Hyper-V virtual machines, and physical servers.
Learn about writing code to interact with Azure Maps. Develop and test a fun app using JavaScript and Visual Studio Code to find the best route for a truck, car, or bicycle. The route is from the west coast of the USA, to the east coast. You will see how routes change based on vehicle. And, for trucks, how routes vary if the contents are hazardous. You will get the chance to add in your own locations.
Learn to develop an application that will calculate and display results based on given data.
Create a custom named entity extraction solution
Learn how to build cloud native, distributed apps with Orleans.
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.
Create speech-enabled apps with Azure AI services.
Introduction to open source database migration to Azure Cosmos DB
In this module, you'll explore, analyze, and visualize data by using the R programming language.
Build Bicep modules that are reusable, flexible, and shareable. Add parameters, conditions, and outputs to make your modules composable into templates.
Explore Microsoft solutions and products that can help you address analytics needs that include both SAP and other data. You’ll learn about using the Azure Synapse Analytics platform to combine data from multiple sources and examine how Power Platform is used to display and analyze business data to turn insights into action.
Use Azure Sentinel to discover, track, and respond to security breaches within your Azure environment.
This module covers the PowerShell modules and cmdlets that are used to configure network settings for Windows devices.
Understand legislation, memoranda, executive orders, and policies that significantly set the government's cloud computing approach.
This module introduces the concepts of classification machine learning and how to implement a classification solution with Azure Machine Learning designer.
In this module, you practice configuring monitoring of various workloads and infrastructure services using Azure Monitor. The skills validated include deploying and configuring Log Analytics, configuring monitoring for Web apps, monitoring compute and networking services, and configuring alerts.
This module covers cmdlets that are used to configure settings related to Group Policy, Server Manager, Hyper-V, and Internet Information Services (IIS).
Learn coding practices to help prevent the occurrence of NullReferenceException.
Learn how to use TypeScript namespaces' to organize code.
Run component-based pipelines in Azure Machine Learning with CLI (v2)
Plan for cloud workload protections using Microsoft Defender for Cloud
Learn how to use Razor class libraries to package and deploy components with Blazor.
Learn what data you can analyze by choosing prebuilt Azure AI Document Intelligence models and how to deploy these models in a Document Intelligence solution.
This module explores using Microsoft Defender for Endpoint to provide additional protection and monitor devices against threats.
Learn how to add authentication and authorization to a .NET web app using the ASP.NET Core Identity framework.
Find out how to assess efficiency with a value stream map to help you examine your existing release processes and technologies.
Azure Architects design and recommend authentication and authorization solutions.
Describe the security management capabilities in Azure
This course provides the user an overall understanding on how to use eye-tracking and voice commands
Microsoft Azure offers multiple services that enable developers to build amazing AI-powered solutions. Azure AI Studio (preview) brings these services together in a single unified experience for AI development on the Azure cloud platform.
This module explains how to use remoting to perform administration on remote computers.
Learn about creating an Azure Data Lake Storage account and uploading data to Data Lake Storage Gen 2 through the Azure Storage Explorer.
Help identify prerequisites, deployment options, and SAP-certified configurations available to you when deploying SAP products in Azure. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
Create and manage sensitive information types
Build a deployment pipeline for Bicep IaC templates. Deploy to multiple environments by using pipeline template YAML files. Learn how to provide environment-specific parameters from your pipeline.
Discover how Azure Traffic Manager provides DNS load balancing for your application to improve the performance and availability of your application.
This module introduces you to the IoT security infrastructure, security best practices, threat modeling, and the security tasks that are assigned to the various roles that contribute to an IoT solution.
Learn how to debug an AI model using the Responsible AI dashboard in Azure Machine Learning studio to ensure it performs responsibly and is less harmful.
Learn about the history of natural language processing (NLP), including how the Transformer architecture revolutionized the field and helped us create large language models (LLMs). Work with LLMs in Azure Machine Learning through the foundation models in the model catalog.
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 and how to add it to your web applications during web development. You will learn the importance of using HTML tags properly to describe information, and various improvements you can make to your sites.
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.
Azure Database for PostgreSQL is an ACID compliant database service. Write ahead logging ensures changes are both atomic and durable (the A and D in ACID). Changes are first written to the log before they are committed to the database. In this module you learn how Azure Database for PostgreSQL implements write ahead logging, and how the log can be used for replication and logical decoding.
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.
Learn about core concepts of augmented reality, virtual reality, and mixed reality. Learn about HoloLens and Windows mixed reality immersive headsets.
Consider constructing a wide area network (WAN) using software-defined Azure Virtual WAN networking services.
Learn how to troubleshoot AD DS service failures or degraded performance. Learn how to recover deleted security objects and the AD DS database, and how to troubleshoot hybrid authentication issues.
Learn Azure Cosmos DB for MongoDB basics.
Learn how to configure Azure subscriptions, including how to obtain a subscription, implement cost management, and apply Azure resource tags.
Describe basic networking concepts and how they relate to cybersecurity
Explore the process of preparing data for machine learning models using the Data Wrangler tool in Microsoft Fabric notebooks.
Learn how to use Azure AI Document Intelligence to build solutions that analyze forms and output data for storage or further processing.
Learn how to use generic views in the Python framework Django.
Plan Agile with GitHub Projects and Azure Boards
This module covers the configuration of the Azure Enhanced Monitoring Extension for SAP. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
This module explains how to create variables, name them correctly, and assign the correct data type, while ensuring the data you store in variables is in the correct format and easily accessible.
Use functionality in the .NET Class Library by calling methods that return values, accept input parameters, and more.
Run serverless containerized apps in Azure Container Apps service.
This module explores various business benefits of Azure, including cost-efficiency, innovation, agility, and security.
This module describes cost management methods and tools for Azure consumption.
Introduction to cloud service types (Infrastructure, Platform, and Software as a Service models) and associated use cases for each.
Use Azure AI Document Intelligence to automate data extraction.
Describe the function and identity types of Microsoft Entra ID
During this module, you'll learn how to select appropriate backup solutions for Azure workloads. You'll also learn how to select appropriate disaster recovery options for these workloads. Having completed this module, you’ll now be able to select appropriate backup and recovery solutions for your workloads.
This module covers CIM and WMI technologies to connect to a common information repository that contains management information that you can query and manipulate. The repository contains all kinds of information about a computer system or device, including hardware, software, hardware drivers, components, roles, services, user settings, and just about every configurable item and the current state of that item. An understanding of the framework and syntax of CIM and WMI will help you know and control almost every aspect of an operating system environment.
Learn about what Azure Azure Image Builder is, how it works, and when you should choose to use a dedicated host as a solution to meet your organization's needs.
You learn how to design secure network solutions using techniques like network segmentation, traffic filtering, network monitoring and posture management.
Describe Azure identity, access, and security
Describe core infrastructure security services in Azure
In this module, you learn how to assess whether Visual Studio Code is the right source code editor for you. We explore how Visual Studio Code can be used in different development situations, for example, web, C++, and data science. We also examine Visual Studio Code's features such as the editor, debugger, and source control. Finally, we walk you through decision criteria you can use to choose a code editor.
Learn about cloud computing and explore some common scenarios for using Azure, GitHub, and Visual Studio Code.
Learn about space rocks, where they're found, and why they're valuable for scientific research.
Implement integrated cache in Azure Cosmos DB for NoSQL
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!
This module investigates monitoring tools and methods used for SAP HANA on Azure (Large Instances). Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
Introduction to blockchain on Azure. See how blockchain allows business partners to trust each other's data without a central authority. You 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
Utilize Web App Down, Crash Monitoring, and Ask Genie for troubleshooting. Use these tools to monitor application and platform availability, identify unhandled exceptions, capture memory dumps and callstack, and find areas of investigation and diagnostics.
Learn how to improve search results using vector search.
machine learning operations, MLOps, linter, linting, unit tests, code check
Use monitoring services on Azure to help bring operational excellence and security to your applications and infrastructure.
This training module will guid you to build a complete master data management and data governance stack end to end with Microsoft Purview and CluedIn. It includes developing golden records, deduplication, data lineage, and data quality strategies.
Azure Database for PostgreSQL is a multi-user relational database solution. The ability to support many concurrent users enables PostgreSQL databases to scale out and enable applications that support many users and locations at the same time. The increase in users brings a risk of conflicts and so it is important to understand the concurrency systems that are in place in Azure Database for PostgreSQL to manage concurrency and conflicts. In this module we will look at both isolation levels and locking in Azure Database for PostgreSQL.
Learn how to use role-based access control (RBAC) to ensure resources are protected, but users can still access the resources they need.
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 learn how to assemble multiple Azure Functions into a single API using Azure API Management.
Learn to manage Azure Virtual Desktop, a cloud-based VDI solution providing personalized, secure Windows 10 experiences. Understand key features, management, security, and deployment options for optimizing your environment.
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 of GitHub's products, plans, associated features, and billing.
Learn tips and tricks about preparing for your first teaching session, which labs to use, when and how to introduce technical topics, as well as other resources and materials.
Learn about standards and practices for planning, deploying, managing, and optimizing Linux VMs in Azure.
Learn about Azure's data solutions and perform a data migration.
Learn to lock down the devices, virtual machines, and other components that run your applications in Azure.
This module describes features and tools that are helpful for governing and maintaining compliance within Azure.
Demonstrate your ability to analyze, create, and use different methods to develop a console minigame in Python with GitHub Codespaces and GitHub Copilot.
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
Azure AI Document Intelligence enables automated data identification and extraction from your documents.
Explore how to use hash maps in Rust. Discover how to use loop expressions to iterate through data.
Learn the core features and functionality of Azure Blob storage.
Learn how to perform different computer vision tasks using TensorFlow.
Learn about the significance of tokens and how they are used in blockchain.
Learn to use Storage Migration Service to migrate files and files shares from existing file server to new servers running Windows Server 2022. Configure storage migration for optimum performance of data migration.
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 to use YAML to define container instances, add functionality with sidecar and initialization containers, and use Azure Private Link for greater security.
Azure Machine Learning Python SDK v2.
Discover the benefits of creating deployment slots to streamline deployment and roll back a web app in Azure App Service.
Explore Azure Storage for non-relational data
Learn how to implement network security groups, and ensure network security group rules are correctly applied.
Overview of using Azure Marketplace for cloud procurement and governance for customers
This method explains multiple methods for accepting user input in a Windows PowerShell script.
Data-flow diagrams are graphical representations of your system and should specify each element, their interactions and context.
Understand how secret scanning works to configure and use it efficiently.
Add image analysis and generation capabilities to your application
Learn how to optimize delivery efficiency by improving work plan visibility across teams.
Learn about Windows on Arm, its benefits and capabilities and how to add an Arm configuration build to an existing .NET application.
Examine Azure IoT solution monitoring and logging
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.
Build a basic deployment workflow for Bicep infrastructure as code templates by using Azure DevOps and GitHub Actions.
Get acquainted with the Kubernetes open-source container-orchestration system for automating application deployment, scaling, and management.
Introduction to computing fundamentals with Altair 8800 and Azure Sphere.
Learn how to configure storage accounts, including replication and endpoints.
Troubleshoot tightly coupled HPC applications that are having runtime failures or are underperforming.
You learn how to design security posture management solutions that integrate into hybrid and multicloud scenarios using capabilities in Microsoft Defender for Cloud, Azure Arc and Microsoft Cloud Security Benchmark (MCSB).
This module provides you with experience configuring IoT Hub monitoring for your solution, setting up and triggering alerts, and reviewing the diagnostics logs.
SQL Server Discovery using MAP
This module investigates business continuity, disaster recovery, and backup of SAP HANA on Azure (Large Instances). Prepare for Exam AZ-120: Planning and Administering Microsoft Azure for SAP Workloads.
Manage data retention in Microsoft 365 workloads
You'll learn to use resource groups to organization your Azure resources.
Describe the insider risk capabilities in Microsoft Purview
Learn to describe Azure Networking services and components for connecting and securing SAP S/4 HANA in Azure, and learn how different requirements might adjust networking services requirements.
Create and explore the Responsible AI dashboard for a model in Azure Machine Learning using the Python SDK v2.
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.
Secure outbound internet connectivity for Azure VMware Solution using Azure Route Server, Azure Firewall and 3rd party NVA
Learn how to create and publish custom GitHub actions.
This module guides you through implementing resiliency in an .NET microservices app in a Kubernetes Service.
Analyze the significance of MLOps in the development and deployment of machine learning models for IoT Edge. Describe the components of the MLOps pipeline and show how you can combine them to create models that can be retrained automatically for IoT Edge devices.
Microsoft Cloud Adoption Framework for Azure
Learn to use the Azure Batch platform to write a .NET Core console app that performs parallel, large-scale, high-performance video transcoding.
Apply your cybersecurity architect skills on a real business scenario in the area of security operations, identity and compliance. You analyze design requirements, answer conceptual and technical questions and design a solution to meet the business needs.
Learn how to work with others by practicing active listening.
Choose the best service level of Azure NetApp Files based on your throughput requirements and including cost considerations.
Learn how to trigger GitHub Actions with feature-based development to achieve machine learning operations or MLOps.
Describe basic cybersecurity threats, attacks, and mitigations
Connect Windows hosts to Microsoft Sentinel
Use dynamic provisioning methods such as Subscription Activation, Provisioning packages, and Microsoft Entra join to reconfigure an existing operating system.
Integrate SQL and Apache Spark pools in Azure Synapse Analytics
Apply the latest version upgrades and patches to your Azure Kubernetes Service clusters.
This module helps learner to deploy void detection solution using Live Video Analytics and Custom Vision
This module describes how Apache Spark notebooks can be integrated into an Azure Synapse Analytics pipeline.
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.
Protect identities in Microsoft Entra ID using Conditional Access, MFA, access reviews, and other capabilities.
This module introduces you to various Azure services that can be used to monitor and enhance the security of your solution and examines the features and capabilities of Microsoft Defender for IoT.
Identify the different built-in scenarios associated with Azure Health Bot and create a Web Chat channel.
Learn how to integrate language understanding and prompt completions from Azure OpenAI into your app.
Learn how GitHub Enterprise can make your administrative duties easier.
Learn tips and tricks about preparing for your first teaching session, which labs to use, when and how to introduce technical topics, as well as other resources and materials.
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.
Troubleshoot network issues revolving around routing and traffic control and load- balancing.AZ720 AZ-720 az-720 networking
This module introduces you to the Device Provisioning Service SDKs, Azure CLI support for DPS, and how to control access to the service.
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.
Learn to troubleshoot on-premises connectivity and hybrid network connectivity. Diagnose common issues with DHCP, name resolution, IP configuration, and routing that can cause reliability and connectivity problems in an on-premises and a hybrid environment.
Illustrates basic programming techniques using Visual Studio Code to write HTML and CSS.
Apply your cybersecurity architect skills on a real business scenario in the area of security operations, identity and compliance. You will analyze design requirements, answer conceptual and technical questions and design a solution to meet the business needs.
Build GitHub Actions deployment workflows for template specs and Bicep modules. Lint your Bicep code, apply versioning, and publish it to Azure or to a Bicep registry.
Learn to interact with the GitHub API from GitHub Actions by using GitHub Script.
Learn how to configure virtual machine availability including vertical and horizontal scaling.
SAP professionals need to evaluate deploying SAP solutions on Azure. This module explores the preparation for single-instance SAP HANA deployment on Azure. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
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.
Preprocess large datasets with Azure Machine Learning
PostgreSQL is an open-source relational database system that is now available as a service in Azure. In this module you will learn about the PostgreSQL architecture, and how to manage different aspects of PostgreSQL in Azure Database for PostgreSQL.
Implement compliance controls for sensitive data
Learn the fundamental concepts of quantum computing by using tools in Q# and the Quantum Development Kit.
This module introduces you to the Azure Stream Analytics service and Azure Functions, the capabilities provided by the ASA service, and the configuration options for ASA inputs, outputs, and queries.
Data ingestion is crucial in analytics. Microsoft Fabric's Data Factory offers Dataflows (Gen2) for visually creating multi-step data ingestion and transformation using Power Query Online.
Use virtual network peering to enable communication across virtual networks in a way that's secure and minimally complex.
This module explains Windows editions' features, reasons to choose them, and installation methods. Learners will understand various Windows versions and their installation processes. MD-102
Learn how to query, visualize, and monitor data in Microsoft Sentinel by using the Azure portal.
Get tips and tricks for teaching SC-900: Microsoft Security, Compliance, and Identity Fundamentals
Learn how to use Azure Cache for Redis to store session data and improve the scalability of web applications.
Machine learning is the basis for most modern artificial intelligence solutions. A familiarity with the core concepts on which machine learning is based is an important foundation for understanding AI.
Manage and monitor data warehouse activities in Azure Synapse Analytics
Discusses the shifts from traditional to modern management and where on-premises solutions best fit in today’s enterprise.
Introduction to Azure Service Health and how to get information from Azure Platform health.
In this module, you'll learn about CodeQL. You'll review information about how CodeQL enables you to analyze the code in your GitHub repository and identify security vulnerabilities.
Get familiar with the C++ programming language. Construct a C++ program and learn basic C++ syntax. Also, learn how to identify and correct common programming errors.
Manage Azure Stack Hub by using privileged endpoints
Learn how to use monitoring to help you sustainably achieve the appropriate level of reliability in your systems, services, and products.
Tables in a Microsoft Fabric lakehouse are based on the Delta Lake technology commonly used in Apache Spark. By using the enhanced capabilities of delta tables, you can create advanced analytics solutions.
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.
Replicate and monitor an Azure Cosmos DB for MongoDB account
Get started with lakehouses in Microsoft Fabric
Store and iterate through sequences of data using Arrays and the foreach statement in C#
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.
Know, understand, and be able to describe Data Subject Requests (DSRs), and learn how to manage DSRs on Azure and Microsoft 365.
The Azure AI conversational language understanding service (CLU) enables you to train an Azure AI Language model that apps can use to extract meaning from natural language.
Build Azure Pipelines deployment pipelines for template specs and Bicep modules. Lint your Bicep code, apply versioning, and publish it to Azure or to a Bicep registry.
Relational databases can store vast quantities of data, but they also need to hold information about the structure of that data. For an operational database management system (DBMS) information about the structure of tables, and all other objects, security, and concurrency, amongst many other settings and metrics, is required. This information is know as metadata and is stored in system catalogs in Azure Database for PostgreSQL. In addition to directly accessing system catalogs, you can access system views which present the data from system catalogs in more understandable or useful ways.
Configure consistency on a sliding scale for Azure Cosmos DB for NoSQL.
Learn how to design a data ingestion solution for training data used in machine learning projects.
This module explains the Azure PowerShell environment and the Az module for Windows PowerShell. It also explains how to manage Microsoft Entra ID by using PowerShell modules.
Azure SQL data tracking module that covers database synchronization, data changes tracking and recording. The module explores tools such as change data capture (CDC), SQL Data Sync, and change tracking.
Describe high availability and disaster recovery strategies
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.
A high-level overview of machine learning for people with little or no knowledge of computer science and statistics. You learn some essential concepts, explore data, and interactively go through the machine learning life-cycle - using Python to train, save, and use a machine learning model, just like in the real world.
Use the Microsoft Purview Universal Audit Log (UAL) to investigate threats
This module introduces PowerShell, a cross-platform command-line shell and scripting language built for task automation and configuration management.
This module explores the use of exceptions and the exception handling process in C# console applications. Hands-on activities provide experience implementing exception handling patterns for various coding scenarios.
Learn to manage a successful InnerSource program on GitHub through effective discoverability, guidance, and maintenance.
Microsoft Learn module to learn Azure Migrate App Containerization with a hands-on lab using Azure Kubernetes Service for a Java web application
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 and JavaScript.
Learn how to perform different computer vision tasks using PyTorch.
You can access your data from Azure Blob Storage by using different protocols such as representational state transfer (REST), Hadoop Distributed File System (HDFS), Network File System (NFS), and Secure File Transfer Protocol (SFTP).
Deliver consistent performance with Azure SQL
Learn how to create web pages using Razor with ASP.NET Core.
In this module, you learn how to use the following Azure Network Watcher functionality to monitor and diagnose Azure networks: Azure Network Watcher topology. Connection Monitor. IP flow verify and NSG diagnostics. Packet capture.
Learn how to create a full stack application by using React and minimal API for ASP.NET Core.
Describe the authentication capabilities of Microsoft Entra ID
Examine the features and component sections of the device template, a blueprint that defines the characteristics and behaviors of a type of device.
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.
Introduction to clustering models by using R and tidymodels.
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.
Ensure that your privileged identities have extra protection and are accessed only with the least amount of access needed to do the job.
Introduction to open-source database migration on Azure
Consume a REST web service by using HttpClient and perform basic CRUD operations. You'll detect when your device is connected to the internet to provide a good user experience and take advantage of the native networking stacks to get top performance.
Learn how to accelerate your migration and modernization journey to Azure.
Evaluate whether Microsoft Azure Route Server is appropriate for resolving delays and outages in network communication.
Learn how to set up a Node.js API with multiple routes and handle incoming HTTP requests by using JavaScript (CommonJS).
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.
Examine available architecture when deploying SAP S/4HANA workloads running on high-performance Azure VMs, and in-memory SAP HANA databases, running on Azure VMs. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
Learn how to incorporate principles of inclusive design to make your Windows app into an experience that supports a wide variety of users.
Learn 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 and uses Blob Storage as an underlying storage model for stable or non-volatile data.
This module covers considerations to plan for SAP HANA on Azure (Large Instances) high availability and disaster recovery. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
Test and optimize SQL Server databases using the Database Experimentation Assistant (DEA)
This module enables you to handle Microsoft Entra ID tasks, including RBAC, user/group management, PowerShell cmdlets, and AD DS object synchronization. You'll effectively utilize and manage Microsoft Entra ID in your organization after completing this module.
This module explains how the Windows PowerShell command-line interface passes objects from one command to another in the pipeline.
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.
This module covers the syntax of creating and executing methods. Creating reusable code and structuring solutions using methods are reviewed.
Publish an Angular, React, Svelte, or Vue JavaScript app and API with Azure Static Web Apps and Azure Functions. Deploy your code from GitHub to a staging site using preview URLs.
Learn about data protection and privacy, privacy laws and regulations, Microsoft data categories, and Microsoft data protection and compliance support.
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.
Set up your F# development environment, write your first line of F# code, and build your first F# application
Protect the data in your Azure SQL database and recover from data loss or corruption with backup and restore.
Connect syslog data sources to Microsoft Sentinel
Deploy deep learning workloads to production with Azure Machine Learning
Learn how to configure virtual networks and subnets, including IP addressing.
Use the Azure CLI to migrate files between Azure storage accounts.
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.
Azure AI Language gives you the power of Natural Language Processing (NLP) to automatically understand and analyze text. You can use that power to enhance your search solutions.
Connect Microsoft 365 Defender to Microsoft Sentinel
Learn how to train classification models by using the R programming language and tidymodels framework.
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 when used for web development to make HTML interactive.
Learn about what Azure dedicated hosts is, how it works, and when you should choose to use a dedicated host as a solution to meet your organization's needs.
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.
Learn how to use virtual machine extensions to automate virtual machine deployments.
In this module, you will learn how to plan and implement an IP addressing scheme for virtual networks and virtual machines in Azure.
Plan a Java application migration to Azure Spring Apps
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
Iterate through a code block using for statement in C#
Businesses rely on data. Understanding data is key to many business operations. This module covers what data is, when to sort and filter data and when to calculate derived values from data.
Guided project - Develop conditional branching and looping structures in C#
This module explains the three types of jobs: local jobs, Windows PowerShell remote jobs, and Common Information Model (CIM)/Windows Management Instrumentation (WMI) jobs. These job types form the basis of the Windows PowerShell job system.
Find out about the Azure Batch capabilities designed to help you efficiently run large-scale parallel and high-performance computing applications in the cloud.
Introduction to Azure Blueprints and how to use to implement governance.
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.
This module explores high availability and disaster recovery support of Azure for SAP workloads, such as SAP application servers, SAP ASCS-SCS instances, DBMS instances, and SAP HANA. Prepare for Exam AZ-120 Planning and Administering Microsoft Azure for SAP Workloads.
Train compute-intensive models with Azure Machine Learning
This module will teach you how to use the Microsoft Purview Data Catalog to manage your scanned data assets, curate a business glossary, and browse assets across your entire data estate.
In this module, we'll discuss how to use Azure Policy for Kubernetes to enforce rules and detect non-compliance in AKS clusters.
Deploy Microsoft Purview Message Encryption
Learn how to automate the installation and configuration of software in your Azure Virtual Machines.
Describe Microsoft’s Service Trust portal and privacy capabilities
A quick introduction to Rust language features and how Rust compares with other programming languages.
Learn how to configure Azure Files and Azure File Sync.
Create a Spring Boot application, connect it to a MySQL database, and then deploy to Azure App Service.
Introduction to concepts surrounding cloud computing. Mostly platform agnostic, focused instead on general concepts.
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.
Learn about automation for machine learning, machine learning operations, and MLOps.
Learn about the types of assistive hardware and software technologies that players with disabilities use to game, and the importance of supporting these assistive technologies when you create accessible gaming products and experiences for all audiences.
After this module, you will be able to run automated deployments of SAP on Azure infrastructure.
Tune the indexing policy based on your SQL queries in Azure Cosmos DB for NoSQL.
Learn how to use the .NET SDK with the Azure OpenAI service to have your applications carry on conversations with users in natural language.
Describe the identity protection and governance capabilities of Microsoft Entra
This module guides users through creating, configuring, and managing Container Apps and their environments. It also explores ingress options, scaling, instance management, and security considerations with best practices for configuring Azure Container Apps.
Learn how to create a Java application to store and query data in Azure Cosmos DB
This module will demonstrate how to create an Active Directory and Microsoft Entra tenant environment that will be used in subsequent learn modules.
Configure DLP policies for Microsoft Defender for Cloud Apps and Power Platform
Microsoft Entra 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.
Learn how to choose and install the appropriate IDE for your requirements to help you build, deploy, monitor, and scale cloud-hosted solutions.
Microsoft Purview is a unified data governance service that allows you to manage data across your data estate, including on premises SQL Servers, SQL Servers hosted on Azure virtual machines, and Amazon RDS.
Learn how to use MLflow for model tracking when experimenting in notebooks.
Learn how to use event-chaining to suspend multiple objects in Azure RTOS ThreadX..
Administer and manage Windows Server IaaS Virtual Machine remotely
Learn how to set up the built-in Python framework Django admin site and configure users for the site.
Learn tips and tricks about preparing for your first teaching session, which labs to use, when and how to introduce technical topics, as well as other resources and materials.
Publish automatically and secure your code libraries or Docker images with GitHub Packages.
Understand the Microsoft Sentinel solution for SAP. The module covers the roles of the team members who will work together to design, deploy and implement the Microsoft Sentinel solution for SAP.
Use Azure Machine Learning Python SDK v2 to work with environments
Run container images in Azure Container Instances
In this module, you'll learn about policy and security management using Microsoft Intune.
Explore how to use built-in Azure roles, managed identities, and RBAC-policy to control access to Azure resources. Identity is the key to secure solutions.
This module introduces accessibility concepts for game titles, gaming platforms, and gaming hardware. You'll learn about the core elements in gaming experiences that influence accessibility and how those elements can affect the experiences of gamers with visual, hearing, mobility, and cognitive disabilities.
You learn how to design load balancer solutions for HTTP(S) traffic and how to implement Azure Application gateway and Azure Front Door.
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
This module covers the scaling applications in Azure Kubernetes Service (AKS), including manually scaling pods or nodes and integrating with Azure Container Instances (ACI).
MLOps, machine learning operations
Define an Azure Logic Apps workflow declaratively as a Resource Manager template and deploy the app using the Azure Command Line Interface (CLI).
This module covers how to give access to the services in Microsoft 365, so that you can create user accounts and then assign licenses that provide access to the services.
Explore Rust compound data types like arrays, vectors, and hash maps. Discover how to use if/else statements to test conditions.
Discover how Data Lake Storage provides a repository where you can upload and store unstructured data bringing new efficiencies to processing big data analytics.
This course explores the use of PC holographic remoting by integrating to a HoloLens 2 application.
In this module, you'll learn to when, why, and how to modernize an ASP.NET Framework app to ASP.NET Core using the Upgrade Assistant.
Offer an App Services resource provider for Azure Stack Hub
Use the advanced detection and remediation of identity-based threats to protect your Microsoft Entra 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 2022 by using Windows Server migration tools or the Storage Migration Service.
Prepare your IoT Central application to connect an IoT Edge device and use Azure Functions to filter data before sending it to the cloud.
Develop highly secure IoT solutions with Azure Sphere, Azure RTOS and Azure IoT Hub
In this module, we learn how to integrate your Azure Function with various data sources by using bindings.
Get started with the basics of using GitHub in Visual Studio Code through hands-on exercises. Create a simple project in Visual Studio Code to publish to GitHub. Clone an existing GitHub repo to Visual Studio Code and review the repo timeline.
Azure Database for PostgreSQL uses vacuum and autovacuum to remove rows that have been marked as soft-deleted after an update or deletion.
Learn how to use Azure AI 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.
Learn about the benefits, space market fit, and how-to provision services with Azure Orbital Ground Station.
This module introduces you to Azure Policy and describes how to use it to apply compliance to your environment.
Use AzCopy to migrate files between Azure Storage accounts.
This module introduces you to the Azure service and coding tools that are used to implement device management tasks, and when the various approaches to device management should be applied.
Learn tips and tricks about preparing for your first teaching session, which labs to use, when and how to introduce technical topics, as well as other resources and materials.
Familiarize yourself with GitHub's basic security tools, which prepare repositories for secure development and industry-standard response to threats.
Learn how to distinguish between a growth mindset and a fixed mindset and how to develop a growth mindset.
Learn about Azure SQL deployment options and service tiers and what to use for your organization.
This module introduces various decisions that business decision makers can anticipate when considering a transition to Azure.
Explore fundamentals of large-scale analytics
Implement Azure Synapse Link with Azure Cosmos DB
You're handed a secret message that you need to decode 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.
Discover how to use Apache Spark and Python for data ingestion into a Microsoft Fabric lakehouse. Fabric notebooks provide a scalable and systematic solution.
Migrate on-premises PostgreSQL databases to Azure Database for PostgreSQL
This module explains how to use CIM and WMI to make changes by using methods. The methods available vary depending on the type of object. Discovering and understanding these methods is an important step in querying and manipulating the repository information.
Azure Architects design and recommend relational data storage solutions.
There are multiple options for authentication in Azure AD. Learn how to implement and manage the right authentications for users based on business needs.
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.
Learn how to manage the authentication and authorization of user identities on GitHub.
Learn how to plan your deployment of Microsoft Defender for IoT to monitor your OT network.
The Microsoft Cloud Adoption Framework for Azure provides many landing zone options. This module focuses on Azure landing zones.
Create a basic GitHub Action and use that action in a workflow.
In this module, you learn how to grow from a single-node, nondistributed cluster to a multi-node, distributed cluster by using Azure Cosmos DB for PostgreSQL.
Students learn about the various types of device profiles, and how to create and manage them.
In this module, you'll learn how to use ML.NET Model Builder to train and consume a machine learning model for predictive maintenance.
This module covers common PowerShell cmdlets that can be used to perform tasks on a local Windows 10 computer.
Now that you have created your first Hello World project, have you thought about analyzing the behavior of your system? If so, this is the module you should investigate.
Learn tips and tricks about preparing for your first DP-100 teaching session, which labs to use, when and how to introduce technical topics, as well as other resources and materials.
Learn how to configure Azure Container Instances including container groups.
Use Azure Backup to help protect on-premises servers, virtual machines, SQL Server, Azure file shares, and other workloads.
You will learn how to select a tooling option such as Azure portal, Azure PowerShell, Azure CLI, or Azure Cloud Shell.
Build a basic deployment pipeline for Bicep infrastructure as code templates by using Azure DevOps and Azure Pipelines.
This course explores the use of Azure Spatial Anchors by integrating it into a HoloLens 2 application.
Build a deployment workflow for Bicep IaC templates. Deploy to multiple environments by using reusable workflow