Task Statement 1.1: Explain Basic AI Concepts and Terminologies. AIF-C01 Practice Questions (Page 3)

Questions 11–15

1. 11foundation · easy

   In supervised learning, what type of data is required to train a model?

   • AUnlabeled data
   • BTime-series data
   • CUnstructured data
   • DLabeled data
   Reveal Solution Discussion Select an answer first
2. 12application · medium

   A startup is building an AI assistant that can autonomously book meetings, send emails, and manage calendars. The assistant must make decisions and take actions on its own. Which AI concept best describes this assistant?

   • AAgentic AI
   • BComputer vision
   • CNatural language processing
   • DDeep learning
   Reveal Solution Discussion Select an answer first
4. 13foundation · easy

   Which type of machine learning is used to train a model to play a game by rewarding it for winning and penalizing it for losing?

   • AReinforcement learning
   • BUnsupervised learning
   • CSupervised learning
   • DSemi-supervised learning
   Reveal Solution Discussion Select an answer first
5. 14application · medium

   A healthcare company wants to build a model that predicts patient readmission risk. The dataset includes patient age, blood pressure readings over time, and doctor's notes. Which combination of data types is present?

   • AStructured, unstructured, and image data
   • BTabular, labeled, and time-series data
   • CTabular, time-series, and unstructured data
   • DLabeled, unlabeled, and image data
   Reveal Solution Discussion Select an answer first
6. 15expert · hard

   A company is building an AI system that can generate marketing copy and also classify customer feedback as positive or negative. The team is debating whether to use a single generative AI model or separate models. Which consideration is most important in this decision?

   • AA single model is always better because it reduces complexity and improves accuracy.
   • BA single model may be more cost-effective and easier to maintain, but it may not perform as well on both tasks as specialized models.
   • CGenerative AI models are not suitable for classification tasks, so separate models are required.
   • DSeparate models are always required because generative AI and classification are mutually exclusive.
   Reveal Solution Discussion Select an answer first