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Introduction to computer vision concepts

Units in this learning path:

• Introduction
• Overview
• Understand Image Processing
• Computer Vision Models
• Modern Vision Models
• Generate Images
• Exercise
• Knowledge Check
• Summary

Products: Microsoft Foundry

Roles: AI Engineer, Data Scientist, Developer, Solution Architect, Student

Level: Beginner

Subjects: Artificial Intelligence

Duration: 34 minutes

Learn how to perform different computer vision tasks using TensorFlow.

Units in this learning path:

• Introduction
• Image Data
• Train Dense Neural Networks
• Multilayer Dense Neural Networks
• Convolution Network
• Transfer Learning
• Summary

Products: Azure Machine Learning

Roles: Developer

Level: Beginner

Subjects: Classification Analysis

Duration: 57 minutes

Learn about cloud cost management principles, how AI architecture design decisions impact cost, and how different AI services incur charges.

Units in this learning path:

• Cloud Cost Management Concepts
• Finops AI
• Describe AI Service Pricing Structures
• Understanding AI Application Architectures
• Understanding Infrastructure Cost Considerations
• Knowledge Check
• Summary

Products: Azure

Roles: Developer

Level: Beginner

Duration: 30 minutes

Evaluate whether a custom engine agent is the right choice for building an agent in Microsoft 365.

Units in this learning path:

• Introduction
• What Are Custom Engine Agents
• How Custom Engine Agents Work
• When to Use Custom Engine Agents
• Knowledge Check
• Summary

Products: Ms Copilot

Roles: Developer, Solution Architect, Functional Consultant, Business Analyst

Level: Beginner

Subjects: Custom App Development, Productivity, Artificial Intelligence, Data Integration

Duration: 13 minutes

This module describes how Microsoft Azure provides a comprehensive platform for data engineering.

Units in this learning path:

• Introduction
• What Data Engineering
• Common Patterns Azure Data Engineering
• Common Tooling Azure Data Engineering
• Knowledge Check
• Summary

Products: Azure

Roles: Data Engineer

Level: Intermediate

Subjects: Data Engineering

Duration: 26 minutes

Learn how to use declarative agents in Microsoft 365 Copilot to automate tasks and workflows.

Units in this learning path:

• Introduction
• What Are Declarative Agents
• How Declarative Agents Work
• When to Use Declarative Agents
• Knowledge Check
• Summary

Products: Ms Copilot

Roles: Developer, Solution Architect, Functional Consultant, Business Analyst

Level: Beginner

Subjects: Custom App Development, Productivity, Artificial Intelligence, Data Integration

Duration: 19 minutes

Explore the features of Microsoft Teams and Microsoft 365 that support producing accessible and inclusive virtual events. This module is a great start for anyone involved with organizing, producing, presenting in, moderating, or attending virtual events.

Units in this learning path:

• Introduction
• What Virtual Events
• Event Design Model
• Make Events Accessible Inclusive
• What Platforms Support Attendees
• Knowledge Check
• Summary

Products: Office Teams, Viva Engage

Roles: Business User, Administrator

Level: Beginner

Subjects: Collaboration, Remote Hybrid Work, Cloud Computing

Duration: 20 minutes

Explore deployment pattern architectures including microservices frameworks, classical deployment methodologies, and modern continuous delivery strategies for optimized software release cycles.

Units in this learning path:

• Introduction
• Explore Microservices Architecture
• Examine Classical Deployment Patterns
• Understand Modern Deployment Patterns
• 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: 22 minutes

Describe the benefits of using deployment stacks to deploy your Azure resources.

Units in this learning path:

• Introduction
• What Deployment Stacks
• Why Deployment Stacks
• Deployment Stack Resource
• Deployment Stack Scenario
• Knowledge Check
• Summary

Products: Azure, Azure Resource Manager

Roles: Administrator, Developer, Devops Engineer

Level: Intermediate

Subjects: Cloud Computing, Devops

Duration: 30 minutes

Explore what AI agents are, understand their core components, and discover a range of impactful use cases driving AI-powered transformation.

Units in this learning path:

• Introduction
• AI Transformation Agents
• AI Agent Use Cases
• AI Agent Components
• Knowledge Check
• Summary

Products: Microsoft 365 Copilot, Microsoft 365 Copilot Chat, Microsoft Copilot Studio

Roles: Developer, Maker

Level: Beginner

Subjects: Generative AI

Duration: 18 minutes

This learning path is the first step in learning about the platform, tools, and the ecosystem of Power Platform.

Modules in this learning path:

• Introduction Power Platform Developer Resources
• Developer Tools Extend
• Introduction Power Platform Extend

Products: Dynamics 365, Power Platform, Power Apps

Roles: Developer

Level: Intermediate

Subjects: Cloud Computing, Custom App Development

Duration: 139 minutes

As a developer working with finance and operations apps, it's important to have a firm grasp of the main architecture components of the Dynamics 365 ecosystem and finance and operations apps. Knowledge of core developer concepts, including technical capabilities, source code, testing frameworks, and reporting tools, will support your further efforts in building development skills that you can apply to finance and operations apps.

Modules in this learning path:

• Explore Ecosystem Main Components Dynamics 365 Finance Operations
• Explore Technical Architecture Dynamics 365 Finance Operations
• Design Deployment Dynamics 365 Finance Operations
• Manage Lcs Dynamics 365 Finance Operations
• Performance Monitoring Dynamics 365 Finance Operations
• Manage Source Code Using Version Control Dynamics 365 Finance Operations
• Explore Test Framework Tools Dynamics 365 Finance Operations
• Explore Reporting Tools Dynamics 365 Finance Operations

Products: Dynamics 365, Dynamics Finance

Roles: Developer

Level: Beginner

Subjects: Custom App Development

Duration: 603 minutes