Microsoft Courses

MLOps - Unifying MLOps at Microsoft

Explore Microsoft’s MLOps v2 blueprint for secure, repeatable machine learning operations in Azure, including architectural patterns, retraining, human oversight, pipelines, and deployment.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

AI Show Live - Unifying MLOps at Microsoft

A live exploration of MLOps v2 in Azure, from architectural patterns and reusable pipeline components to model evaluation and deployment.

• YouTube
• 2 hours 4 minutes
• Self-Paced
• Free Video

Implement Integrated Cache in Azure Cosmos DB SQL API

Learn to enable Azure Cosmos DB integrated cache and configure staleness for SQL API point reads and queries.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Building and Deploying to Azure with GitHub Actions

Build and deploy applications to Azure with GitHub Actions, using workflows, runners, secrets, conditionals, and a .NET end-to-end example.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Publish Libraries of Reusable Infrastructure Code by Using Template Specs

Publish reusable Azure infrastructure libraries as template specs, then deploy, manage, and version them for controlled self-service across teams.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Measure Index Performance in Azure Cosmos DB SQL API

Measure Azure Cosmos DB SQL API indexing and request-unit costs, then optimize a container’s index policy for a specific query.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Share Bicep Modules by Using Private Registries

Create private registries for Bicep modules, publish reusable modules, and consume them across Azure deployments to reduce duplication and improve deployment quality.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Manage Azure Kubernetes Service on Azure Stack HCI

Deploy and manage Azure Kubernetes Service on Azure Stack HCI, connecting on-premises clusters to Azure Arc and running Windows container workloads.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Manage Azure Stack HCI Virtual Machine Workloads

Manage Azure Stack HCI virtual machine workloads with affinity, load balancing, GPU support, VDI, and trusted enterprise virtualization.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Customize an Indexing Policy in Azure Cosmos DB SQL API

Customize Azure Cosmos DB SQL API indexing policies for read-heavy and write-heavy workloads using query patterns to optimize container operations.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Choosing Your Application Modernization Approach in Azure

Explore how to choose among Azure migration and modernization approaches, from rehosting applications to designing microservices and serverless architectures.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Extend ARM Templates by Using Deployment Scripts

Learn to extend Bicep and ARM templates with deployment scripts and parameterize them for reusable custom Azure deployment steps.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Implement Azure Functions

Build and deploy an Azure Function while exploring hosting plans, scaling, triggers, bindings, and connections to Azure services.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Microsoft Sentinel - Modern SIEM with SOAR, Threat Intelligence, and UEBA

Explore Microsoft Sentinel’s SOAR capabilities, UEBA, content hub, playbook templates, integrations, and practical guidance for modern security operations.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Integrate Azure Services With Azure Stack HCI

Explore how to integrate Azure Monitor, Site Recovery, Backup, and Azure Network Adapter with Azure Stack HCI workloads in hybrid cloud scenarios.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video