1.1 Describe Core Generative AI (gen AI) Concepts and Use Cases. GENERATIVE-AI-LEADER Practice Questions (Page 7)

Questions 31–34

1. 31foundation · easy

   Which of the following is an example of structured data?

   • AA set of social media posts
   • BA folder of images
   • CA spreadsheet of customer names and purchase amounts
   • DA collection of email messages
   Reveal Solution Discussion Select an answer first
2. 32application · medium

   A music streaming service wants to build a feature that generates a playlist cover image based on the user's listening history and the mood of the songs. The input includes the user's top genres (text) and the audio features of the songs (numerical data). Which model input type is required to generate the cover image?

   • AVideo input, since music videos are related to the songs
   • BText and numerical data as input to a multimodal model that generates images
   • CImage input only, since the output is an image
   • DAudio input only, since the songs are the primary data
   Reveal Solution Discussion Select an answer first
4. 33foundation · easy

   Which machine learning approach typically relies on unlabeled data to discover patterns or groupings?

   • AReinforcement learning
   • BSemi-supervised learning
   • CUnsupervised learning
   • DSupervised learning
   Reveal Solution Discussion Select an answer first
5. 34application · medium

   A retail company wants to automatically generate personalized product descriptions for thousands of items in its catalog, each tailored to the customer's browsing history and past purchases. The solution must handle both text and image inputs (product photos and customer preferences) to produce the final marketing copy. Which approach best meets this requirement?

   • AUse a diffusion model to generate the product descriptions from the images
   • BUse a text-only large language model and manually convert product images to text tags before generation
   • CUse a multimodal foundation model that accepts both text and image inputs and generates text output
   • DUse a supervised machine learning model trained on historical descriptions to predict new ones
   Reveal Solution Discussion Select an answer first