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MLflow model management and responsible AI dashboard in Azure Machine Learning.

Modules in this learning path:

• Register Mlflow Model Azure Machine Learning
• Manage Compare Models Azure Machine Learning

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 82 minutes

Implement least-privilege access governance across Azure and Microsoft Entra ID. Assign built-in roles at appropriate scope, create custom roles for Azure resources and Microsoft Entra directory operations, and identify and remediate overprivileged access using Microsoft Entra access reviews and Defender for Cloud CSPM identity insights.

Units in this learning path:

• Introduction
• Assign Manage Azure Built in Roles
• Create Custom Azure Entra Roles
• Evaluate Remediate Overprivileged Access
• Knowledge Check
• Summary

Products: Entra Id, Defender For Cloud, Azure

Roles: Security Engineer

Level: Intermediate, Advanced

Subjects: Identity Access, Security, Cloud Security

Duration: 28 minutes

Ensure content is accessible and distributed effectively in Power BI to foster collaboration and informed decision-making. Protect sensitive information with robust security, building trust across your organization.

Modules in this learning path:

• Manage Workspaces Power Bi Service
• Manage Datasets Power Bi
• Choose Content Distribution Method
• Create Dashboards Power Bi
• Row Level Security Power Bi

Products: Power Bi, Fabric

Roles: Data Analyst

Level: Intermediate

Subjects: Data Analytics, Data Management

Duration: 174 minutes

Learn externalized configuration patterns, Azure App Configuration implementation, Key Vault integration, and feature flag management for secure, dynamic application settings

Units in this learning path:

• Introduction
• Rethink Application Configuration Data
• Explore Separation of Concerns
• Understand External Configuration Store Patterns
• Implement Azure Devops Secure Files
• Introduction to Azure App Configuration
• Examine Key Value Pairs
• Examine App Configuration Feature Management
• Integrate Azure Key Vault Azure Pipelines
• Manage Secrets Tokens Certificates
• Examine Devops Inner Outer Loop
• Integrate Azure Key Vault with Azure Devops
• Enable Dynamic Configuration Feature Flags
• Knowledge Check
• Summary

Products: Azure, Azure Artifacts, Azure Boards, Azure Cloud Services, Azure Devops, Azure Pipelines, Azure Repos, Azure Test Plans, Github

Roles: Administrator, AI Engineer, Data Engineer, Developer, Devops Engineer, Platform Engineer, Security Engineer, Security Operations Analyst, Service Adoption Specialist, Solution Architect, Startup Founder, Technology Manager

Level: Advanced

Subjects: Devops, Cloud Computing, Security

Duration: 140 minutes

Learn to utilize C# methods for date and time, collection types, structs, records, generics, and anonymous types.

Modules in this learning path:

• Get Started with Dates Times Time Zones
• Implement Collection Types
• Implement Enum Struct Record Types
• Get Started Generic Anonymous Types

Products: Dotnet

Roles: Developer, Higher Ed Educator, K 12 Educator, Student

Level: Beginner

Duration: 224 minutes

Learn how to manage applications across the full Microsoft Intune lifecycle, including deployment, configuration, protection, monitoring, update, and retirement.

Units in this learning path:

• Introduction
• Understand Application Lifecycle Management
• Update Retire Applications
• Assign Apps Groups Filters
• Manage User Device Groups
• Configure Default App Settings
• Enforce App Compliance
• Monitor App Lifecycle Usage Analytics
• Knowledge Check
• Summary

Products: Intune, M365

Roles: Administrator

Level: Intermediate

Subjects: Device Management

Duration: 59 minutes

Learn how to manage application secrets and configuration for AI solutions on Azure using Azure Key Vault and Azure App Configuration.

Modules in this learning path:

• Manage App Secrets Key Vault
• Manage App Settings App Config

Products: Azure Key Vault, Azure App Configuration

Roles: Developer

Level: Intermediate

Subjects: Security

Duration: 153 minutes

Learn how to use Azure Key Vault to store, retrieve, version, rotate, and cache secrets in AI application code using the Python Azure SDK.

Units in this learning path:

• Introduction
• Store Organize Secrets
• Retrieve Secrets Sdk
• Handle Versioning Rotation
• Implement Caching Strategies
• Exercise Manage Secrets
• Knowledge Check
• Summary

Products: Azure Key Vault

Roles: Developer

Level: Intermediate

Subjects: Security

Duration: 74 minutes

Learn how to use Azure App Configuration to store, organize, and retrieve application settings and feature flags in AI solutions on Azure, while securely referencing secrets stored in Azure Key Vault.

Units in this learning path:

• Introduction
• Connect App Configuration
• Organize Labels Feature Flags
• Reference Key Vault Secrets
• Decide App Config Vs Key Vault
• Exercise Retrieve Settings
• Knowledge Check
• Summary

Products: Azure App Configuration

Roles: Developer

Level: Intermediate

Subjects: Application Management

Duration: 79 minutes

Learn ways to manage application volume groups for Oracle in Azure NetApp Files, like deploying application volume group for Oracle, managing volumes in an application volume group, and deploy application volume group for Oracle using Resource Manager.

Units in this learning path:

• Introduction
• Deploy Application Volume Group Oracle
• Configure Application Volume Group Oracle Using Rest API
• Deploy Application Volume Group Oracle Using Azure Resource Manager
• Exercise Manage Application Volume Groups Oracle
• Knowledge Check
• Summary

Products: Azure Netapp Files

Roles: Administrator, Solution Architect

Level: Beginner

Subjects: Storage

Duration: 60 minutes

Learn how to manage application volume groups for SAP HANA in Azure NetApp Files, including deploying a SAP HANA host, adding volumes to a SAP HANA system, and managing volumes in an application volume group.

Units in this learning path:

• Introduction
• Deploy Sap Hana
• Add Application Volume Group Multiple Host
• Hana System Replication
• Cross Region Replication
• Setup Options Replication
• Rest API Parameters
• Exercise Manage Application Volume Groups Sap Hana
• Knowledge Check
• Summary

Products: Azure Netapp Files

Roles: Administrator, Solution Architect

Level: Intermediate

Subjects: Storage

Duration: 80 minutes

Learn how to deploy and manage applications with Microsoft Intune, including app protection policies, application lifecycle management, performance monitoring, and the Enterprise App Catalog.

Modules in this learning path:

• Deploy Manage Applications Intune
• Implement Application Protection Intune
• Manage Application Lifecycle Intune
• Monitor Optimize Application Performance Intune
• Manage Enterprise Application Catalog

Products: M365, Windows, Intune

Roles: Administrator

Level: Intermediate

Subjects: Cloud Computing, Security

Duration: 285 minutes