New AI-900 Lab Simulations

We’re excited to announce the launch of new AI-900 lab simulations, designed to help educators deliver more interactive, scalable, and learner-friendly AI experiences.

As part of Microsoft Learn for Educators (MSLE), eligible educators can access lab seats to provision Azure-based labs for students—supporting interactive learning and skills validation in a guided, low-risk environment.

 

Important

• Institutions that are part of MSLE receive free lab seats.
• Individual educators with MSLE receive discounted lab seats.

Learn more about eligibility and program options in the MSLE Program Overview.

For details on purchasing traditional lab seats, see the section below or visit the MSLE Lab FAQ.

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Understanding Simulation-Based Labs

Simulation-based labs and traditional labs both help learners apply theory in practice—but they do so in different ways. Understanding these differences helps educators set expectations, guide students effectively, and maximize learning outcomes.

This post outlines:

• What simulation-based labs are
• How they differ from traditional labs

What Is a Simulation-Based Lab?

A simulation-based lab is a software-driven, interactive environment that mirrors real-world scenarios using digital models. Instead of working with physical equipment or live cloud resources, learners interact with virtual tools that respond dynamically to their decisions.

Simulation-based labs typically include:

• Step-by-step guidance and prompts
• Real-time, automated feedback
• Built-in hints and checkpoints
• A safe, repeatable environment for experimentation

Because simulations are standardized and risk-free, learners can focus on understanding concepts, practicing workflows, and building confidence—without worrying about misconfigurations or resource constraints.

Key Differences: Traditional Labs vs. Simulation-Based Labs

 

Simulation-based labs have a similar interface as traditional labs, as both are hosted in the same environment. For more information about simulation-based labs and tips on how to navigate them, please refer to the attached document. If you have additional questions, post them in Connect and Ask Questions and a member of the MSLE Team will be happy to assist.

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Purchasing Traditional Lab Seats (For Individual MSLE Educators)

If you’re an individual educator and would like to purchase discounted traditional lab seats, follow the steps below:

 

1. Visit the Skillable Marketplace and select Create an Account.

 

   

 

 

 

 

 

 

 

 

 

   2. Choose Click to access the Account Request Form.

 

 

 

 

 

 

 

 

 

 

   3. Complete the form and select Microsoft Learn for Educators (MSLE) as your affiliation.

 

 

 

 

 

 

 

 

 

 

 

 

 

   4. Submit your request for approval.

Once approved, you’ll be able to purchase discounted lab seats for your students.