Questions

Fill in the blank: Deep learning is a subset of____.

• human intelligence
• data engineering
• machine learning
• robotics

 

In the context of machine learning (ML), what is a model?

• A flowchart that maps out business logic
• A collection of training data
• A mathematical representation trained to recognize patterns or make predictions.
• A user interface for interacting with AI

 

What is a model card in responsible AI development?

• A physical ID card for AI developers
• Documentation that describes a model’s intended use, limitations, performance metrics, and ethical considerations
• A visual diagram of neural network architecture
• A credit card used to purchase AI services

 

True or false? It is unethical to use AI-generated content in marketing without clearly indicating it was created by AI.

• True
• False

 

Which technique helps protect sensitive data when training AI models?

• Real-time inference
• Data anonymization
• Using raw personal data
• Maximizing batch size

 

Fill in the blank: ___ is when a machine learning model performs well on training data, but poorly on new data.

• Underfitting
• Normalization
• Inference
• Overfitting