Databricks Generative AI Engineer Associate Question 17
Single answerA retail company wants to implement a system that can recommend personalized products to users based on their browsing history and past purchases. Which type of generative AI model task is best suited for this business requirement?
- A
Text summarization
- B
Image generation
- C
Text-to-text transformation
- D
Recommendation system
Show answer and explanation
Correct answer: D
Explanation
To meet the business requirement of recommending personalized products based on user browsing history and past purchases, a recommendation system is the most appropriate task. It leverages user interaction data and machine learning techniques to provide tailored suggestions, aligning directly with the company's goal.
- A. Incorrect.
Text summarization is used to condense a large body of text into a shorter summary, which is unrelated to the task of recommending products.
- B. Incorrect.
Image generation is used to create new images based on input prompts, which does not align with the business requirement of personalized product recommendations.
- C. Incorrect.
Text-to-text transformation involves tasks such as language translation or question answering, which are not applicable for recommending products based on user data.
- D. Correct.
Recommendation systems are specifically designed to analyze user behavior and suggest personalized content or products, making this the correct choice for the given scenario.