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Learn to design AI workloads on Azure using SaaS, PaaS, and IaaS solutions. Align AI strategy with business goals and apply governance best practices.

Units in this learning path:

• Introduction
• Strategy
• Adoption Plan
• Platform Workloads
• Infrastructure Workloads
• Governance
• Secure Workloads
• Manage
• Knowledge Check
• Summary

Products: Azure

Roles: Solution Architect

Level: Intermediate

Subjects: Solution Design

Duration: 36 minutes

Learn to design AI agents tailored to business needs using Dynamics 365 and Copilot. Explore Responsible AI, custom connectors, and integration strategies.

Units in this learning path:

• Introduction
• Define Core Tenets Responsible AI Guidelines AI Business Solutions
• Design Business Terms Copilot Dynamics 365 Apps Customer Experience Service
• Design Customizations Copilot Dynamics 365 Apps Customer Experience Service
• Design Connectors Copilot Dynamics 365 Sales
• Design Agents Integration Dynamics 365 Contact Center Channels
• Design Task Agents
• Design Autonomous Agents
• Design Prompt Response Agents
• Propose Foundry Tools Given Requirement
• Propose Code First Generative Pages Agent Feed Applications
• Design Topics Copilot Studio Fallback
• Design Data Processing AI Models Ground
• Design Business Process Include AI Components Power Apps Canvas App
• Apply Power Platform Well Architected Framework
• Determine Use Standard Natural Language Processing
• Design Agent Flows Copilot Studio
• Design Prompt Actions Copilot Studio
• Define Success Criteria Adoption Goals
• Knowledge Check
• Summary

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

Roles: Solution Architect

Level: Advanced

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

Duration: 161 minutes

Educators learn to evaluate AI outputs using a consistent routine rather than intuition or fluency using an Output QA process to check accuracy, bias, and readiness.

Units in this learning path:

• Introduction
• Fair for Whom
• What Fair AI Looks Like
• Design Thinking for AI
• Weigh Value Risk Real School AI Decisions
• Share Design Move
• Knowledge Check
• Summary

Products: Ms Copilot, Office Onenote

Roles: K 12 Educator, School Leader, Higher Ed Educator

Level: Beginner

Duration: 36 minutes

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

While the technology is important, designing solutions with Dynamics 365 is about more than the technology. You must know your customers and speak their industry language. You need to understand how to gather and document requirements. You'll explore and define the business processes and map them to functionality to implement solutions with Dynamics 365.

Modules in this learning path:

• Get Know Dynamics 365 Customers
• Design Accessibility Dynamics 365
• Evaluate Requirements Dynamics 365 Projects
• Business Process Mapping Dynamics 365
• Work with Requirements

Products: Dynamics 365, Dynamics Finance, Dynamics Sales, Customer Insights Journeys, Dynamics Scm, Dynamics Business Central, Dynamics Field Service, Dynamics Customer Service, Dynamics Project Operations, Dynamics Human Resources, Dynamics Iom, Power Apps, Power Automate, Dataverse

Roles: Business Analyst, Functional Consultant, Student, Business User, Maker

Level: Beginner

Subjects: Business Applications

Duration: 279 minutes

AWS Step Functions is a low-code visual workflow service used to orchestrate Amazon Web Services (AWS) services, automate business processes, and build serverless applications. In this course, you learn how to implement design patterns in your…

Design effective Power BI reports that are visually appealing and easy to understand with consistent report structure, interactive objects, and filtering.

Units in this learning path:

• 1 Introduction
• Design Layout
• Design Reports
• 2 Report Objects
• 3 Report Visuals
• 6 Report Filters
• 7 Filter Techniques
• 8 Report Filters Case Study
• Lab
• 6 Check
• 7 Summary

Products: Power Platform, Power Bi

Roles: Business User, Business Analyst, Data Analyst

Level: Intermediate

Subjects: Data Visualization

Duration: 115 minutes

In this module, learners will gain insights into designing platform architectures that are secure, scalable, and compliant with regulatory standards. The module covers capacity planning, cost optimization, and the role of automation in maintaining consistency and reducing manual errors. Learners will also explore strategies for building scalable solutions that can handle increasing demand and complex workflows.

Units in this learning path:

• Introduction
• Core Principles Secure Scalable Platform Design
• Security Considerations Platform Architecture
• Scale Platform Architectures Growth Adaptability
• Automation Resiliency Modern Platforms
• Knowledge Check
• Summary

Products: Azure, Azure Devops, Github

Roles: Administrator, AI Engineer, Developer, Devops Engineer, Network Engineer, Security Engineer, Solution Architect, Startup Founder

Level: Advanced

Subjects: App Development, Architecture, Asset Management, Automation, Cloud Computing, Cloud Security, Containers, Custom App Development, Devops, Infrastructure, It Management Monitoring, Product Lifecycle Management, Productivity, Site Reliability Engineering

Duration: 50 minutes

Dynamics 365 Contact Center IVR Copilot agents are designed by using Microsoft Copilot Studio. It designs these agents based on a customer's business needs, which guides a caller's experience in the interactive voice response (IVR) session. To allow scalability and facilitate quick changes in your IVR flow, such as broadcasting messaging, you can create rules by using Microsoft Power Apps and then integrate them into your Copilot agent. This approach allows businesses to make real-time changes to the Copilot agents without needing to modify or republish the agent.

Units in this learning path:

• Introduction
• Create Dynamic Welcome Message
• Create User Friendly Ui
• Create Your Copilot Agent
• Test the Agent
• Update the Welcome Message Dynamically
• Test the Copilot Agent with the New Message
• Check
• Summary

Products: Dynamics 365, Dynamics Contact Center, Microsoft Copilot Studio

Roles: Functional Consultant, Business User, Administrator

Level: Intermediate

Subjects: Business Applications, Bots

Duration: 35 minutes

Design a SQL Server migration strategy

Units in this learning path:

• Introduction
• Examine Data Platform Modernization
• Plan Data Migration
• Explore Data Migration Resources
• 5 Exercise Compare Onpremises Azure Costs
• Knowledge Check
• 6 Summary

Products: Azure, Azure SQL Database, Azure SQL Managed Instance, Azure Sqlserver Vm, Azure SQL Virtual Machines, Azure Synapse Analytics

Roles: Administrator, Data Engineer, Database Administrator

Level: Beginner

Subjects: Data Engineering

Duration: 32 minutes

Design a Container Build Strategy

Units in this learning path:

• Introduction
• Examine Structure of Containers
• Work Docker Containers
• Understand Dockerfile Core Concepts
• Examine Multi Stage Dockerfiles
• Examine Considerations for Multiple Stage Builds
• Explore Azure Container Related Services
• Deploy Docker Containers to Azure App Service Web Apps
• 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, Containers

Duration: 60 minutes