Explore digital courses

Learn to think like an AI-first architect: choose the right components, map processes to intelligent patterns, and know when to extend the platform for advanced scenarios.

Units in this learning path:

• Introduction
• Explore AI First Power Platform
• Recommend Power Platform Components
• Map Business Processes AI First Patterns
• Explore Extensibility Options
• Knowledge Check
• Summary

Products: Power Platform, Power Apps, Power Automate, Power Pages, Ms Copilot, Dataverse

Roles: Functional Consultant, Maker

Level: Intermediate

Subjects: Artificial Intelligence, Business Applications

Duration: 33 minutes

Learn to design ALM processes for AI solutions, ensuring governance, security, and consistency across development, testing, and production.

Units in this learning path:

• Introduction
• Design Alm Process Data Used AI Models Agents
• Design Alm Process Copilot Studio Agents Connectors Actions
• Design Alm Process Microsoft Foundry Agents
• Design Alm Process Custom AI Models
• Design Alm Process AI Dynamics 365 Apps Finance Supply Chain
• Design Alm Process AI Dynamics 365 Apps Customer Experience Service
• Knowledge Check
• Summary

Products: Microsoft 365 Copilot, M365, Microsoft 365 Copilot Chat, Power Platform, Microsoft Copilot Studio

Roles: Database Administrator, Developer, Administrator, Solution Architect, Technology Manager

Level: Intermediate

Subjects: Generative AI, Data Analytics, Data Management, Data Engineering, Data Integration

Duration: 46 minutes

Learn how to design a data ingestion solution for training data used in machine learning projects.

Units in this learning path:

• Introduction
• Identify Your Data Source Format
• Choose How Serve Data Workflows
• Solution
• Exercise
• Knowledge Check
• Summary

Products: Azure Databricks, Azure Machine Learning, Azure Synapse Analytics

Roles: Data Scientist

Level: Beginner

Subjects: Artificial Intelligence, Machine Learning

Duration: 33 minutes

Interact with Microsoft Copilot to learn about the capabilities of generative AI. Bring your personal creativity and passion to dream up a novel destination and create the content to help tell its story. Use Microsoft Copilot to ideate, research, and generate content. Use tips and techniques to write good prompts. Apply format and tone.

Units in this learning path:

• Introduction
• Exercise Define Idea Set Context
• Exercise Create Hero Image
• Exercise Make Grand Entrance
• Exercise Brainstorm Destination Features
• Exercise Plan Menu
• Exercise Ideate Ambience Music
• Exercise Create Branding
• Knowledge Check
• Summary

Products: Ms Copilot

Roles: Business Owner, Business User, Higher Ed Educator, K 12 Educator, Parent Guardian, Student

Level: Beginner

Subjects: Artificial Intelligence

Duration: 53 minutes

Design machine learning operations MLOps solution with Azure Machine Learning Python SDK v2.

Units in this learning path:

• Introduction
• Explore Machine Learning Operations Solution Architecture
• Design Monitoring
• Design Retraining
• Case Study
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 36 minutes

Design a machine learning solution with Azure Machine Learning v2

Modules in this learning path:

• Design Data Ingestion Strategy for Machine Learning Projects
• Design Machine Learning Model Training Solution
• Design Model Deployment Solution
• Design Machine Learning Operations Solution

Products: Foundry Tools, Azure Databricks, Azure Devops, Azure Machine Learning, Azure Synapse Analytics, Github

Roles: Data Scientist

Level: Beginner

Subjects: Machine Learning

Duration: 127 minutes

Design a model deployment solution with Azure Machine Learning Python SDK v2

Units in this learning path:

• Introduction
• Understand How Model Consumed
• Decide Real Time Batch Deployment
• Knowledge Check
• Summary

Products: Azure Machine Learning

Roles: Data Scientist

Level: Beginner

Subjects: Artificial Intelligence, Machine Learning

Duration: 27 minutes

Design advanced prompting strategies for production AI agents in Microsoft Foundry. Implement multiturn reasoning architectures with dynamic context injection, build layered prompt injection defenses, design system prompt frameworks with autonomy-level control, design multi-intervention guardrail architectures covering all four attack surfaces, implement prompt versioning and optimization workflows, and design fine-tuning strategies and data preparation pipelines.

Units in this learning path:

• Introduction
• Design Multiturn Reason Prompt Architectures
• Implement Prompt Injection Defenses
• Build System Prompt Frameworks Agent Control
• Design Multi Intervention Guardrail Architectures
• Implement Prompt Version Optimization
• Automate Prompt Regression Optimization
• Design Fine Tune Strategy Data Pipelines
• Knowledge Check
• Summary

Products: Azure, Microsoft Foundry

Roles: AI Engineer, Solution Architect, Developer

Level: Advanced

Subjects: Artificial Intelligence

Duration: 93 minutes

Learn to design and configure agent conversations and responses using topics in Microsoft Copilot Studio. This learning path covers foundational topic authoring, delivering rich Adaptive Card responses, integrating topics with tools and agent flows, and generating AI-powered answers using generative answers nodes and custom prompts.

Modules in this learning path:

• Deliver Rich Agent Responses Adaptive Cards Copilot Studio
• Take Action Agent Conversations Topics Tools Copilot Studio
• Generate AI Powered Responses Generative Answers Copilot Studio

Products: Microsoft Copilot Studio

Roles: Maker

Level: Intermediate

Subjects: Artificial Intelligence, Automation, Chatbots

Duration: 137 minutes

This module you're introduced topics, a conversation between a user and an agent, and how to create them.

Units in this learning path:

• Topics Introduction
• Topics Overview
• Topics Create
• Topics Nodes
• Topics Branch
• Topics Manage
• Entities
• Variables
• Topics System
• Topics Voice
• Check
• Summary

Products: Microsoft Copilot Studio, Dynamics Contact Center

Roles: Maker, Functional Consultant, Developer

Level: Beginner, Intermediate

Subjects: Chatbots

Duration: 71 minutes

Learn to plan, design, and build multi-agent solutions in Microsoft Copilot Studio. You'll learn how to evaluate when multi-agent approaches are appropriate, architect solutions using child agents and connected agents, and implement both patterns to create organized, scalable agent systems.

Modules in this learning path:

• Design Multi Agent Solutions Copilot Studio
• Delegate Agent Tasks Child Agents Copilot Studio
• Build Multi Agent Solutions Connected Agents Copilot Studio
• Build Cross Platform Multi Agent Solutions Agent2agent Copilot Studio

Products: Microsoft Copilot Studio

Roles: Maker

Level: Intermediate

Subjects: Artificial Intelligence, Chatbots

Duration: 174 minutes

Design enterprise-scale agent communication architectures using the A2A protocol in Azure. Implement agent discovery registries with capability-based routing, design shared state management across distributed agent networks, configure context isolation for multitenant deployments, and build conflict detection and resolution mechanisms.

Units in this learning path:

• Introduction
• Design Agent Agent Ecosystems Scale
• Implement Distributed Shared State Management
• Design Context Isolation Share Strategies
• Build Conflict Detection Resolution Mechanisms
• Resolve Conflicts Maintain Audit Trails
• Knowledge Check
• Summary

Products: Azure, Microsoft Foundry, Foundry Agent Service, Azure Cosmos Db

Roles: AI Engineer, Solution Architect

Level: Advanced

Subjects: Artificial Intelligence

Duration: 48 minutes