Question 1
Which similarity measure is typically used with modern text embeddings for nearest‑neighbor retrieval?
Question 2
What’s an advanced habit formation tactic for AI power users?
Question 3
Which Azure AI feature enables responsible AI practices such as model explainability and fairness assessment?
Question 4
Which of the following is a popular deep learning framework?
Question 5
Which technique is most effective for reducing inference latency in large transformer models?
Question 6
What does Microsoft recommend to control access to AI features like Copilot?
Question 7
Which process is used to adapt an already trained model with specific data for a niche?
Question 8
What is the primary role of a GPU in AI workloads?
Question 9
What is a key risk associated with deploying AI models in production without continuous monitoring?
Question 10
On AWS, which architecture us mos appropriate for scalable low latency RAG application over internal knowledge bases?
Question 11
Which Microsoft concept ensures AI systems align with security and compliance requirements?
Question 12
Which technique is most effective for reducing overfitting in deep neural networks?
Question 13
In Azure OpenAI Service, which feature helps enterprises restrict data exposure and ensure compliance?
Question 14
What is the main purpose of a confusion matrix in machine learning?
Question 15
Which AWS component enables scalable real-time inference?
Question 16
Which statement about system prompts vs. user prompts is accurate?
Question 17
Which AWS AI service automates computer vision tasks like object and scene detection without model training?
Question 18
Which concept best describes an AI system’s ability to explain its decisions in a human-understandable way?
Question 19
Which Microsoft service provides access to OpenAI models (such as GPT-4) within the Azure infrastructure?
Question 20
Which of the following is NOT a common activation function in neural networks?
