Question 1
Which Azure tool supports fairness and explainability analysis?
Question 2
What is the primary benefit of using immutability in functional programming?
Question 3
What does GAN stand for in the context of AI?
Question 4
What is the primary benefit of using immutability in functional programming?
Question 5
How does the vanishing gradient problem most directly impact the training of very deep neural networks?
Question 6
In reinforcement learning, what does the reward function define?
Question 7
What’s a reliable way to get tabular analysis suitable for downstream tools?
Question 8
Which factors should be considered when selecting a foundation model?
Question 9
Which metrics are crucial for evaluating the performance of a classification model? (Choose 2)
Question 10
Which techniques are commonly used to prevent data leakage during machine learning model training?
Question 11
In Azure OpenAI Service, which feature helps enterprises restrict data exposure and ensure compliance?
Question 12
Which of the following best describes model drift in production AI systems?
Question 13
In AI model deployment, what is the purpose of containerization (e.g., Docker)?
Question 14
On AWS, which architecture us mos appropriate for scalable low latency RAG application over internal knowledge bases?
Question 15
What is the primary benefit of using vector databases in AI applications?
Question 16
What does Microsoft recommend to control access to AI features like Copilot?
Question 17
In AWS SageMaker, which feature allows training models without manual server setup?
Question 18
What is a key benefit of transfer learning?
Question 19
Which AWS AI service automates computer vision tasks like object and scene detection without model training?
Question 20
What does the attention mechanism in transformer models primarily improve?
