Azure Machine Learning provides an environment to create and manage the end-to-end life cycle of Machine Learning models. Azure Machine Learning's compatibility with open-source frameworks and platforms like PyTorch and TensorFlow makes it an effective all-in-one platform for integrating and handling data and models. Azure Machine Learning is designed for all skill levels, with advanced MLOps features and simple no-code model creation and deployment.

Discover how Azure Migrate helps you realize the benefits of moving your on-premises VMware or Hyper-V server workloads to Azure infrastructure as a service (IaaS). Learn the process for migrating your workload agent-less, all within the hub.

Learn how to use Azure Monitor to provide insights into your Azure resource performance and operations.

Describe the Microsoft Azure NAT Gateway service, discuss scenarios of usage, learn how it works, and explore basic steps for its deployment and configuration.

Learn about the types of file-based workloads that are suitable for using Azure NetApp Files. Also learn how the high performance and high availability of Microsoft Azure NetApp Files work to provide on-premises-like performance, availability, and simplicity for cloud workloads.

In this learning path, you'll learn how to manage and diagnose a network with Azure network foundation services.

Azure Network Watcher allows your organization to detect and monitor issues related to the network performance of infrastructure as a service (IaaS) resources in Microsoft Azure. This module explains what Network Watcher does, how it works, and when you should choose to use Network Watcher as a solution to meet your organization's needs.

Describe how Azure Private Link enables private connectivity to Azure services, including its features, how it works, and its use cases.

Describe how Microsoft Azure Remote Rendering can enable you to bring your high-quality 3D models into mixed reality. Evaluate whether Azure Remote Rendering, a cloud-hosted service, can help you complete complex rendering workloads.

Describe Microsoft Azure Route Server, discuss scenarios of usage, learn how it works, and explore basic steps for its deployment and configuration.

This module describes the features of Azure Service Fabric, such as Azure service integration, stateless and stateful service support, and automatic scaling.

This module explains what Azure Site Recovery does, how it works, and when you should choose to use Azure Site Recovery as a solution to meet your organization's needs.