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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 Azure Active Directory Cluster
• Secure Network Flow
• Node Pod Scalability
• Create Azure Kubernetes Service
• Knowledge Check
• Summary

Products: Azure

Roles: Administrator

Level: Intermediate

Duration: 55 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

In this learning path, you learn to deploy and configure Azure Monitor, including creating a Log Analytics workspace, and configuring monitoring for applications, virtual machines, and virtual networks. You also learn to create and configure alerts and responses. Finally, you practice these skills in a guided lab project.

Modules in this learning path:

• Create Configure Log Analytics Workspace
• Configure Monitoring Applications
• Configure Monitoring Virtual Machines
• Configure Monitoring Virtual Networks
• Configure Alerts Responses
• Guided Project Deploy Configure Azure Monitor

Products: Azure

Roles: Administrator

Level: Intermediate

Duration: 254 minutes

Are you new to Business Central? If you are, this path will help you get started. It discusses how to create new companies, implement security, migrate data from other systems, and integrate Outlook with Business Central.

Modules in this learning path:

• Admin Online Dynamics 365 Business Central
• Create New Companies Dynamics 365 Business Central
• Migrate Data Dynamics 365 Business Central
• Connect Intelligent Cloud Dynamics 365 Business Central
• Users Security Dynamics 365 Business Central
• Set Up Email
• Email Integration Dynamics 365 Business Central
• Business Central Teams Integration
• Create Workflows
• Use Approval Workflows

Products: Dynamics 365, Dynamics Business Central

Roles: Functional Consultant, Administrator, Business User

Level: Intermediate

Subjects: Business Applications

Duration: 654 minutes