Google Professional Machine Learning Engineer Question 41
Single answerGoogle Cloud PlatformYou are a machine learning engineer at a retail company tasked with improving the product recommendations on your e-commerce platform. The company wants to leverage an API to create personalized recommendations based on users' purchase histories, browsing behavior, and inventory updates. Which Google Cloud API would be the most suitable for this use case?
- A
Document AI API
- B
Retail API
- C
Vision API
- D
Natural Language API
Show answer and explanation
Correct answer: B
Explanation
The Retail API is purpose-built for retail and e-commerce use cases. It enables machine learning-driven recommendations, personalized search results, and inventory management. In this scenario, where the goal is to improve product recommendations based on user behavior and inventory data, the Retail API is the most appropriate choice.
- A. Incorrect.
The Document AI API is designed for processing and analyzing documents, such as extracting structured data from invoices or receipts. It is not relevant for generating product recommendations.
- B. Correct.
The Retail API is specifically designed for e-commerce use cases. It provides capabilities like personalized recommendations, search optimization, and inventory management, making it the best choice for this scenario.
- C. Incorrect.
The Vision API is used for analyzing images and videos, such as detecting objects or recognizing text in images. It is not suitable for building recommendation systems.
- D. Incorrect.
The Natural Language API is used for text analysis, such as sentiment analysis or syntax parsing. It is not designed for e-commerce recommendation use cases.