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

Units in this learning path:

• 1 Introduction
• 2 Create Aks Cluster
• 3 Exercise Create Aks Cluster
• 4 Deploy App
• 5 Exercise Deploy App
• 6 Summary

Products: Azure, Azure Kubernetes Service, Azure Container Registry

Roles: Solution Architect, Developer, Devops Engineer

Level: Beginner

Subjects: Containers, Data Engineering

Duration: 44 minutes

Learn how to deploy models to a batch endpoint. When you invoke a batch endpoint, you trigger a batch scoring job.

Units in this learning path:

• Introduction
• Explore Batch Endpoints
• Deploy Your Mlflow Model Batch Endpoint
• Deploy Custom Model Batch Endpoint
• Monitor Batch Endpoints
• Exercise Deploy Mlflow Model Batch Endpoint
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 44 minutes

Learn how to deploy models to a managed online endpoint for real-time inferencing.

Units in this learning path:

• Introduction
• Explore Managed Online Endpoints
• Deploy Your Mlflow Model Managed Online Endpoint
• Eploy Custom Model Managed Online Endpoint
• Monitor Online Endpoints
• Exercise Deploy Mlflow Model Online Endpoint
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 45 minutes

machine learning operations, MLOps, model deployment, online endpoint

Units in this learning path:

• Introduction
• Understand Business Problem
• Explore Solution Architecture
• Model Deployment
• Exercise
• Knowledge Check
• Summary

Products: Azure Machine Learning, Github

Roles: Data Scientist, Devops Engineer

Level: Intermediate

Subjects: Artificial Intelligence, Devops, Machine Learning

Duration: 34 minutes

Learn how to deploy an OT sensor to Microsoft Defender for IoT

Units in this learning path:

• Introduction
• Describe the Deployment Phase
• Plan to Deploy Sensor
• Exercise Deploy Software to Sensor
• Knowledge Check
• Summary

Products: Defender For Iot

Roles: Technology Manager

Level: Intermediate

Subjects: Security

Duration: 54 minutes

Learn how to create a Java web application and deploy it to Azure App Service.

Units in this learning path:

• Introduction
• What Is App Service
• Create Web App
• Deploy Web App
• Knowledge Check
• Summary

Products: Azure

Roles: Developer

Level: Beginner

Duration: 21 minutes

Learn to use a Windows or Linux Azure Virtual Machine to extend the website support that Azure provides.

Modules in this learning path:

• Introduction to Azure Virtual Machines
• Plan Your Linux Environment in Azure
• Provision Linux Virtual Machine in Azure
• Create a Windows Vm in Azure
• Build and Run a Web Application with the Mean Stack on an Azure Linux Vm

Products: Azure, Azure Virtual Machines, Azure Portal, Azure Cloud Shell

Roles: Developer

Level: Beginner

Subjects: Virtual Machine

Duration: 274 minutes

This module covers the deployment of a managed Kubernetes cluster in Azure using Azure Kubernetes Service (AKS).

Units in this learning path:

• Introduction
• Azure Kubernetes Service Cluster Architecture
• Network Topology
• Spoke Network Kubernetes
• Configure Compute Base Cluster
• Integrate Microsoft Entra Id Cluster
• Secure Network Flow
• Node Pod Scalability
• Create Azure Kubernetes Service
• Knowledge Check
• Summary

Products: Azure, Azure Kubernetes Service

Roles: Administrator, Developer, Solution Architect

Level: Intermediate

Subjects: Containers

Duration: 70 minutes

Learn how to use Short Message Service (SMS) messages to initiate support requests with support organizations.

Units in this learning path:

• 1 Introduction
• Phone Numbers
• 2 Sms Channel
• 3 Telesign
• 4 Twilio
• Additional Settings
• 5 Check
• 6 Summary

Products: Dynamics 365, Dynamics Customer Service

Roles: Functional Consultant, Business User

Level: Intermediate

Subjects: Customer Relationship Management

Duration: 46 minutes

The modern workforce transitioned from traditional office settings to working from nearly anywhere. This change in working location necessitates an identity-aware, cloud-delivered network perimeter. This identity-aware perimeter is known as Security Service Edge (SSE). The Microsoft SSE solution includes Microsoft Entra Internet Access and Microsoft Entra Private Access, collectively referred to as Global Secure Access. This solution is founded on Zero Trust principles, emphasizing least privilege, explicit verification, and an assumption of breach to ensure security in the cloud era.

Units in this learning path:

• Introduction
• Explore Global Secure Access
• Deploy Internet Access
• Deploy Private Access
• Explore Global Secure Access Dashboard
• Create Remote Networks
• Use Conditional Access
• Explore Logs Monitor Operations
• Knowledge Check
• Summary Resources

Products: Azure, Entra Id

Roles: Administrator, Security Engineer

Level: Intermediate

Duration: 58 minutes

In this learning path, you prepare for the Applied Skill, Deploy and administer Linux virtual machines on Microsoft Azure. (AZ-1007)

Modules in this learning path:

• Add and Size Disks in Azure Virtual Machines
• Monitor Azure Vm Using Diagnostic Data
• Protect Virtual Machines with Azure Backup
• Manage Vms with Azure Cli
• Implement Access Management for Azure Resources
• Configure Azure Files File Sync
• Guided Project Deploy Administer Linux Virtual Machines Azure

Products: Azure, Azure Virtual Machines

Roles: Administrator

Level: Intermediate

Subjects: Virtual Machine

Duration: 403 minutes

Care management analytics in healthcare data solutions provides a comprehensive analytical platform essential for optimizing patient outcomes and resource utilization in today's healthcare landscape.

Units in this learning path:

• Introduction
• Care Management Analytics Overview
• Exercise Deploy Care Management Analytics Capability
• Analyze Using Care Management Dashboards
• Exercise Analyze Data
• Check
• Summary

Products: Mscloud Healthcare, Industry Solutions

Roles: Functional Consultant, Solution Architect, Developer

Level: Intermediate, Advanced

Subjects: Business Applications

Duration: 42 minutes