Training FAQs & Answers

What are the prerequisites for AI-102 training?

AI-102 requires practical experience with Python or C#, familiarity with REST APIs and SDKs, and a working understanding of cloud concepts and JSON. Without these foundations, participants will struggle with service integration exercises and lab completion.

What does the AI-102 exam cover?

The AI-102 exam tests the ability to build AI applications using Azure AI Foundry, develop conversational agents with Azure AI Language, implement document data extraction pipelines, deploy computer vision models, and configure speech recognition and synthesis workflows. The passing score is 700 out of 1000.

What is the Microsoft AI-102 certification and what does it qualify you to do?

The AI-102 exam leads to the Microsoft Certified: Azure AI Engineer Associate credential, which validates the ability to design and implement AI solutions using Azure AI services. Certified engineers can build document intelligence pipelines, deploy conversational agents with multi-turn logic, configure computer vision models, and integrate speech and translation workflows via REST APIs and SDKs.

Who should attend AI-102 training?

AI-102 training is designed for software developers building cloud-based AI applications, AI engineers integrating Azure cognitive services, and backend developers handling language, vision, or document processing in a single system. Technical consultants who need to justify AI architecture decisions to stakeholders also benefit.

Do I need technical experience to take AI-900 training?

No technical or coding experience is required for AI-900. The course and exam are designed for professionals with basic digital literacy and general awareness of cloud applications.

What does the AI-900 exam cover?

The AI-900 exam covers Azure AI workloads including machine learning, computer vision, natural language processing, conversational AI, document intelligence, and generative AI. Candidates must classify AI scenarios, map them to Azure services, and describe responsible AI principles.

What is the AI-900 certification and who is it for?

The AI-900 exam leads to the Microsoft Certified: Azure AI Fundamentals credential, which validates foundational knowledge of AI concepts and Azure AI services. It is designed for IT managers evaluating first AI use cases, business analysts mapping operational needs to Azure service families, and cybersecurity or compliance professionals who need to discuss AI governance credibly.

What is the difference between AI-900 and AI-102?

AI-900 is a foundational certification covering AI concepts and Azure service categories — it is appropriate for non-technical roles who need to understand and evaluate AI solutions. AI-102 is a technical certification requiring coding experience in Python or C# and validates the ability to build and deploy AI applications on Azure.

How does AZ-104 handle networking and connectivity topics?

AZ-104 covers virtual networks, subnetting, IP addressing, DNS, and security controls such as NSGs and Azure Firewall. It also addresses connectivity options like VNet peering and gateway-based links for Azure and on-premises integration.

What does an Azure Administrator learn in AZ-104?

AZ-104 focuses on operating Azure environments: identity, governance, networking, storage, and compute. You also cover backup and monitoring so you can run workloads reliably day to day.

What is included in the AZ-104 exam and certification section?

The page lists the AZ-104 exam name and the associated certification: Microsoft Certified: Azure Administrator Associate. It also states a passing score of 700 and lists available languages, while noting exam fees are not included.

Which Azure administration tools are covered in AZ-104?

AZ-104 references the core administrator tools used to manage Azure infrastructure: the Azure Portal, Cloud Shell, Azure PowerShell, the Azure CLI, and Azure Resource Manager with ARM templates. The program positions these as practical methods for organizing and deploying resources.

Which Microsoft Azure course should I start with?

If you’re new to Microsoft Azure, the best starting point is the Azure Fundamentals (AZ-900) course. It provides a broad understanding of cloud concepts, Azure services, pricing, governance, and security. From there, you can specialize: AZ-104 for administrators, AZ-204 for developers, or AZ-500 for security professionals. In short: begin with AZ-900 to build your foundation, then progress toward a role-based certification aligned with your career path and technical experience.

Who should attend the AZ-104 Azure Administrator course?

AZ-104 is intended for Azure Administrators who implement, manage, and monitor Azure resources. It fits roles responsible for identity, governance, storage, compute, and virtual networking in a cloud environment.

How does AZ-204 address monitoring and optimization?

AZ-204 includes monitoring with Application Insights and performance optimization using caching and CDN.

How does AZ-204 handle event-driven solutions?

AZ-204 covers event-driven architectures using Azure Event Grid and Event Hubs.

What does the AZ-204 course teach developers?

AZ-204 teaches how to design, build, secure, and operate applications on Microsoft Azure using compute, storage, identity, and integration services.

What security topics are included in AZ-204?

AZ-204 includes authentication, authorization, Key Vault, managed identities, and secure API access.

Who should attend the AZ-204 Azure Developer course?

AZ-204 is intended for developers building Azure applications or preparing for the Azure Developer Associate certification.

How does AZ-305 use case studies?

AZ-305 combines lecture with case studies to practice architect design principles and apply them to solution scenarios.

What does the AZ-305 course teach architects to design?

AZ-305 teaches Azure Solution Architects how to design governance, compute, storage, access, networking, continuity, monitoring, and migration solutions.

What governance and compute topics are in AZ-305?

AZ-305 includes designing a governance solution and designing a compute solution, reinforced with case study labs.

What networking, continuity, and migration topics are in AZ-305?

AZ-305 includes designing network infrastructure, business continuity, and migration solutions, supported by case study labs.

Who should attend the AZ-305 course?

AZ-305 is designed for architects with experience in IT operations and prior experience designing and architecting solutions.