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Learn how to implement image classification on a microcontroller device. Also, learn how Azure Sphere components work.

Units in this learning path:

• Introduction
• Design Image Classification Model
• How Setup Azure Sphere
• Exercise Setup Azure Sphere
• How Create Real Time App
• Exercise Create Real Time App
• How Build Real Time App
• Exercise Build Real Time App
• How Setup Display Output
• Exercise Setup Display Output
• How Deploy Real Time App
• Exercise Deploy Real Time App
• Knowledge Check
• Summary

Products: Azure Iot Edge

Roles: AI Edge Engineer

Level: Intermediate

Subjects: Classification Analysis, Networking

Duration: 68 minutes

Learn A/B testing methodologies, progressive exposure strategies, and ring-based deployment architectures for data-driven feature validation and controlled rollouts.

Units in this learning path:

• Introduction
• What Ab Testing
• Explore Ci Cd Deployment Rings
• 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, Architecture

Duration: 14 minutes

Learn to design intelligent search, work with models and embeddings, and build Retrieval Augmented Generation (RAG) patterns in T-SQL.

Modules in this learning path:

• Design Implement Models Embeddings with SQL
• Design Implement Intelligent Search with SQL
• Design Implement Rag with SQL

Products: Azure SQL Database, SQL Server, Foundry Tools

Roles: Developer, Data Engineer

Level: Intermediate

Subjects: Artificial Intelligence, Databases

Duration: 220 minutes

Implement AI models with Microsoft Power Platform AI Builder

Modules in this learning path:

• Get Started AI Builder Document Automation
• Get Started with Form Processing
• Use AI Builder
• Get Started with AI Builder Text Recognition
• AI Builder Prediction
• Guided Project Document Process Model Email Approval AI Builder

Products: AI Builder, Power Apps, Power Automate, Power Platform

Roles: Developer, Functional Consultant

Level: Intermediate

Subjects: Artificial Intelligence, Automation, Business Applications

Duration: 192 minutes

Explore the power of AI tools in education and training plans. Learn how to integrate AI tools to enhance creativity, productivity, and efficiency in your training sessions. Understand the potential and limitations of AI through real-life examples and enhance your training experience.

Units in this learning path:

• Introduction
• Elevating Training Sessions with AI Tools
• Explore the Potential and Limitations of AI Tools
• Knowledge Check
• Summary

Products: Foundry Tools, Azure Machine Learning, Azure Machine Learning Designer, M365 Apps, Azure Translator Text, Azure Translator Speech, Ms Copilot, Language Service

Roles: K 12 Educator, Business User, Higher Ed Educator, Data Engineer, School Leader

Level: Beginner

Subjects: Artificial Intelligence

Duration: 17 minutes

Implement security policies for backend API protection using Azure API Management. Configure subscription key management, JSON Web Token (JWT) validation, and OAuth 2.0 policies, and apply IP filtering and rate limiting. Then enforce mutual Transport Layer Security (mTLS) for secure backend API connections, and configure AI Gateway to secure and govern AI model endpoints.

Units in this learning path:

• Introduction
• Configure Authentication Authorization Policies
• Implement Network Security Threat Protection
• Secure Management Back End Connections
• Configure Application Gateway Management
• Knowledge Check
• Summary

Products: Azure, Azure API Management, Azure Openai, Defender For Cloud

Roles: Security Engineer

Level: Intermediate

Subjects: Security, Cloud Security

Duration: 36 minutes

Implement Adaptive Protection in Microsoft Purview to dynamically enforce data loss prevention, Conditional Access, and data lifecycle management policies based on insider risk levels.

Units in this learning path:

• Introduction
• Overview
• Risk Levels
• Configure Adaptive Protection
• Adaptive Protection Dlp
• Adaptive Protection Conditional Access
• Adaptive Protection Data Lifecycle Management
• Knowledge Check
• Summary

Products: Microsoft Purview, M365, Office 365

Roles: Administrator

Level: Intermediate

Subjects: Data Management, Insider Risk, Threat Protection

Duration: 52 minutes

Discover methods for implementing Azure Backup on Azure Virtual Machines running SAP HANA workloads.

Units in this learning path:

• Introduction
• Options for
• Running Azure Backup Sap Hana Azure Vms
• Restore Databases for Sap Hana Running
• Knowledge Check
• Summary

Products: Azure

Roles: Administrator, Solution Architect

Level: Intermediate

Subjects: Virtual Machine

Duration: 20 minutes

Write code to create, read, update, and delete items in Azure Cosmos DB for NoSQL.

Units in this learning path:

• Introduction
• Understand
• Create Documents
• Read Document
• Update Documents
• Configure Ttl for Document
• Delete Documents
• Exercise Create Update Documents Sdk
• Knowledge Check
• Summary

Products: Azure Cosmos Db

Roles: Developer

Level: Intermediate

Subjects: Data Engineering, Data Storage

Duration: 45 minutes

Implement Azure Database for MySQL Flexible Server features that support mission-critical workloads

Units in this learning path:

• Introduction
• Configure Networking Security Features
• Configure Business Continuity Disaster Recovery
• Determine Azure Database for Mysql Server Scaling Needs
• Knowledge Check
• Summary

Products: Azure, Azure Database Mysql

Roles: Administrator, Database Administrator, Technology Manager

Level: Beginner

Subjects: Databases

Duration: 30 minutes

Learn how to optimize application performance by simulating real-world loads with Azure Load Testing service. Learn how to automate load testing with GitHub Actions to ensure consistent application performance and scalability.

Units in this learning path:

• Introduction
• Load Test
• Create Tests
• Configure File
• Fail Criteria
• Variables Load Testing
• Exercise Github Load Test
• Knowledge Check
• Summary

Products: Azure App Service, Github, Azure App Testing

Roles: Developer

Level: Intermediate

Subjects: Automation

Duration: 73 minutes

Explore Azure Monitoring for SAP workloads configuration on Azure Virtual Machines.

Units in this learning path:

• Introduction
• Azure Options for Monitoring
• Monitoring Sap Azure Case Study
• Azure Monitor Solutions Concepts
• Using Log Analytics
• Knowledge Check
• Summary

Products: Azure

Roles: Administrator

Level: Intermediate

Subjects: Data Management, Virtual Machine

Duration: 23 minutes