Microsoft Courses

MLOps - Unifying MLOps at Microsoft

Explore MLOps v2 fundamentals, approach, and architectures with Microsoft experts. Learn about unifying MLOps in Azure, customer challenges, and see new features demonstrated.

• YouTube
• 48 minutes
• On-Demand
• Free Video

AI Show Live - Unifying MLOps at Microsoft

Explore MLOps v2 fundamentals, approach, and architectures with Microsoft experts. Learn about unifying MLOps in Azure, see live demos, and discover how to simplify, secure, and accelerate machine learning operations.

• YouTube
• 2 hours 4 minutes
• On-Demand
• Free Video

Implement Integrated Cache in Azure Cosmos DB SQL API

Implement and configure integrated cache in Azure Cosmos DB SQL API to optimize workload performance, enable caching, and manage cache staleness for improved efficiency.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Building and Deploying to Azure with GitHub Actions

Explore GitHub Actions, workflows, and DevOps best practices for building and deploying applications to Azure. Learn CI/CD, environments, secrets, and practical implementation techniques.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

Publish Libraries of Reusable Infrastructure Code by Using Template Specs

Discover how to create, publish, and manage reusable infrastructure code using template specs. Learn to control access, update safely, and deploy pre-configured resources across your organization.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Measure Index Performance in Azure Cosmos DB SQL API

Optimize Azure Cosmos DB SQL API indexing policies for better performance. Learn to measure query costs, analyze metrics, and tune indexes for specific queries through hands-on demos and exercises.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Share Bicep Modules by Using Private Registries

Explore private registries for Bicep modules: create, publish, and utilize shared modules to enhance deployment quality and reduce code duplication in your organization.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Manage Azure Kubernetes Service on Azure Stack HCI

Comprehensive guide to implementing and managing Azure Kubernetes Service on Azure Stack HCI, covering deployment, integration with Azure Arc, pod management, storage, and troubleshooting.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Manage Azure Stack HCI Virtual Machine Workloads

Comprehensive guide to managing Azure Stack HCI virtual machines, covering VM management, affinity, load balancing, GPU support, VDI implementation, and trusted enterprise virtualization.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Customize an Indexing Policy in Azure Cosmos DB SQL API

Optimize Azure Cosmos DB SQL API indexing policies for read-heavy and write-heavy workloads. Learn to customize and tune index usage for improved performance in various scenarios.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Choosing Your Application Modernization Approach in Azure

Explore approaches for modernizing applications in Azure, from rehosting to serverless architectures. Learn to choose the right services and tools for your migration journey.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Extend ARM Templates by Using Deployment Scripts

Extend ARM templates with deployment scripts to perform custom steps, integrate parameters, and enhance reusability in Azure Resource Manager deployments.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Implement Azure Functions

Explore Azure Functions: creation, deployment, hosting options, bindings, triggers, and scaling. Hands-on exercise included for practical implementation using Visual Studio Code.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

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

Explore Microsoft Sentinel's advanced SIEM capabilities, including SOAR, threat intelligence, and UEBA. Learn about recent updates, integration with Azure Purview, and get tips for implementation and training.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Integrate Azure Services With Azure Stack HCI

Explore Azure services integration with Azure Stack HCI, covering monitoring, VM protection, and network adaptation for enhanced hybrid cloud management and security.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video