AI-200 Practice Questions - Part 1

React | Astro | Tailwind

Some practice questions which might help if you are preparing to take Microsoft’s AI-200 Exam (Azure AI Cloud Developer Associate). BTW - the question & answer widgets on this page are built with my React Quiz components

Question 1

You are implementing a Retrieval Augmented Generation (RAG) solution using Azure OpenAI and Azure AI Search. You need to ensure that the retrieved document chunks are relevant to the user query before passing them to the model.

Which component should you use?

Question 2

You need to build a pipeline that extracts text, key-value pairs, and table structures from thousands of scanned invoices. The processed data must be pushed automatically into an search index for user querying.

Which combination of Azure AI components should you use?

Question 3

You are deploying a customer-facing chatbot using Azure OpenAI GPT-4. You must ensure the model automatically blocks user inputs that contain hate speech or violent content before they reach the model.

Which feature should you configure in Azure AI Studio?

Question 4

You are using Azure AI Prompt Flow to develop a question-answering application. You need to mathematically evaluate how well the model’s generated answers match the truthfulness and facts provided in your source ground-truth documents.

Which evaluation metric should you use?

Question 5

You are deploying an Azure AI Vision container to an on-premises server. You need to ensure the container can authenticate with your Azure subscription to report billing usage without exposing hardcoded primary keys.

Which authentication method should you use?

Question 6

You plan to fine-tune an Azure OpenAI model to respond in a highly specific corporate tone. You must prepare a training dataset consisting of past customer service interactions.

Which file format must you use to upload this training data?