Practice Developing AI Cloud Solutions on Azure Through High-Fidelity Simulation

The AI-200T00 Helix Software-Defined Lab gives learners an interactive way to practice developing, deploying, and managing AI-powered cloud solutions using Microsoft Azure directly in their browser.

Learners complete realistic, carefully designed exercises covering Azure AI services, AI application development, model integration, cloud infrastructure, security, and monitoring. High-fidelity screens, interactive hotspots, and responsive interface elements closely recreate key experiences within the Microsoft Azure portal and related Azure AI development tools.

There is no virtual machine to launch and no live Azure subscription or temporary cloud credentials to manage. The lab opens quickly in the browser, allowing learners to focus on practicing the targeted skills.

What Learners Can Practice

Depending on the exercises included in the course, learners may practice workflows related to:

• Exploring Azure services and tools used to develop AI cloud solutions
• Creating and configuring Azure resources for AI applications
• Developing and deploying AI-powered applications in Azure
• Integrating Azure AI services into cloud-based solutions
• Connecting AI models and services to application workflows
• Configuring application settings and managing service connections
• Implementing authentication and secure access to Azure resources
• Managing application configurations and sensitive information
• Exploring cloud deployment and automation workflows for AI applications
• Monitoring AI application performance and resource usage
• Troubleshooting common AI application and deployment issues
• Applying security and responsible AI practices during development
• Navigating the Microsoft Azure portal and related AI development tools

Why Choose a Helix Software-Defined Lab?

Learn by Doing

Reinforce technical concepts through interactive exercises instead of passive instruction alone.

Practice Authentic Workflows

Complete tasks modeled on the interfaces, terminology, and processes used by developers building and managing AI-powered cloud solutions on Microsoft Azure.

Start in the Browser

Access the learning environment without provisioning a virtual machine or connecting to a live Azure subscription.

Practice Safely

Work through guided scenarios without changing or affecting live cloud resources, AI applications, or production environments.

Repeat Important Tasks

Revisit targeted workflows in a consistent environment to strengthen familiarity and confidence.

Focus on the Learning Objective

Each experience is purpose-built around specific skills, helping learners concentrate on the tasks they need to master.

Who Is This Lab For?

This lab is designed for:

• Learners preparing for Microsoft AI-200 training
• Current or aspiring Azure AI developers
• Software developers building AI-powered cloud applications
• Cloud engineers integrating AI services into Azure solutions
• IT professionals developing Azure AI implementation skills
• Solution architects exploring AI application development on Azure
• Instructors adding interactive practice to their courses
• Training providers delivering scalable technical education
• Organizations building AI cloud development capabilities across their teams

Software-Defined Labs and Live Labs

Helix supports different types of hands-on learning for different objectives.

Helix Software-Defined Labs provide focused, high-fidelity simulations for guided practice, repeatable exercises, and targeted skill development.

Helix Live Labs connect learners to real technology environments and support open-ended exploration, configuration, experimentation, and troubleshooting.

The two experiences are complementary. This product is a Software-Defined Lab delivered through simulation and does not provide access to a live Microsoft Azure environment.

The Helix Learning Ecosystem

Helix brings together XtremeLabs’ hands-on learning solutions, including Software-Defined Labs and live virtual machine–based labs. Through Helix Labs and Helix Exchange, learners, instructors, training providers, and organizations can access practical learning experiences across Microsoft Azure, Microsoft 365, Microsoft Copilot, Windows, and other technologies.

One hands-on learning ecosystem. Multiple ways to practice. The right environment for every skill.

PRODUCT HIGHLIGHTS

• High-fidelity Microsoft Azure AI development simulations
• Interactive, scenario-based exercises
• Browser-based access
• No live Azure subscription required
• No virtual machine provisioning
• Safe, consistent learning experience
• Practice aligned with AI cloud development and deployment skills
• Designed for AI developers, cloud engineers, and IT professionals

Labs are available in English.