Practice Developing AI-enabled Database Solutions Through High-Fidelity Simulation

The DP-800T00 Helix Software-Defined Lab gives learners an interactive way to explore and practice developing intelligent database solutions that integrate artificial intelligence with modern Microsoft data technologies directly in their browser.

Learners complete realistic, carefully designed exercises covering database development, AI integration, vector-based search, data retrieval, intelligent application workflows, security, and performance optimization. High-fidelity screens, interactive hotspots, and responsive interface elements closely recreate key experiences within Microsoft database platforms, Azure data services, and related AI development tools.

There is no virtual machine to launch and no live Azure subscription, database instance, 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 AI-enabled database architectures and development concepts
• Understanding how AI capabilities integrate with modern database solutions
• Creating and configuring database resources for intelligent applications
• Working with structured and unstructured data in AI-enabled solutions
• Exploring vector embeddings and vector-based similarity search
• Implementing intelligent search and data retrieval workflows
• Integrating database solutions with AI models and services
• Exploring retrieval-augmented generation (RAG) architectures
• Developing data-driven applications with AI-powered capabilities
• Querying, transforming, and managing data for AI applications
• Configuring authentication, permissions, and secure database access
• Exploring data privacy, security, and governance considerations
• Monitoring database performance and optimizing query operations
• Troubleshooting common database connectivity and application issues
• Navigating Microsoft database and Azure 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 database developers and data professionals building AI-enabled applications with Microsoft technologies.

Start in the Browser

Access the learning environment without provisioning a virtual machine or connecting to a live database or cloud environment.

Practice Safely

Work through guided scenarios without changing or affecting live databases, application data, 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 DP-800 training
• Database developers expanding their AI development skills
• Data engineers building intelligent data solutions
• Software developers integrating AI capabilities into database applications
• Azure developers working with cloud-based database technologies
• IT professionals exploring AI-enabled data platforms
• Solution architects designing intelligent database applications
• Instructors adding interactive practice to their courses
• Training providers delivering scalable technical education
• Organizations building AI-enabled database 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 or database 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 AI-enabled database development simulations
• Interactive, scenario-based exercises
• Browser-based access
• No live Azure or database environment required
• No virtual machine provisioning
• Safe, consistent learning experience
• Practice aligned with AI integration, vector search, and intelligent database development
• Designed for database developers, data engineers, and AI application developers

Labs are available in English.