Questions

What is named entity recognition (NER) used for?

• Extracting names, locations, or organizations from text
• Recognizing specific objects in videos
• Identifying images in a dataset
• Translating documents

 

Which type of machine learning involves training a model using labeled data?

• Unsupervised learning
• Reinforcement learning
• Supervised learning
• Deep learning

 

What’s a key difference between Retrieval-Augmented Generation (RAG) and traditional LLM implementation?

• RAG models are always smaller and faster.
• RAG incorporates external knowledge sources to supplement model responses.
• RAG only works for coding tasks.
• RAG doesn’t require prompts.

 

Which of the following best defines artificial intelligence (AI)?

• A set of hardware components that simulate human movement
• A software system that mimics human intelligence to perform task
• A programming language used for automation
• A cloud service used to store machine data

 

Check all that apply. Which of the following is a potential application of AI?

• Boosting productivity in HR
• Customer service
• Cybersecurity
• Recommending products based on past purchases

 

A client wants to generate marketing copy at scale using AI. Which of the following is the most accurate statement about this use case?

• Generative AI can assist, but outputs should be reviewed for accuracy and tone.
• Generative AI generates factually correct information.
• This isn’t a recommended use case for AI.
• Generative AI requires proprietary datasets to work.