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Google Professional Machine Learning Engineer practice question 42 of 522

Professional Machine Learning Engineer. Professional level, Google Cloud. Free question with the correct answer and a full explanation.

Google Professional Machine Learning Engineer Question 42

Select 2Google Cloud Platform

A retail company wants to enhance its online shopping experience by building a product recommendation system based on customer behavior. They also want to automate document processing for invoices and receipts. Which combination of Google Cloud industry-specific APIs should they use to achieve their goals?

  1. A

    Retail API for product recommendations and Document AI API for processing invoices and receipts

  2. B

    Vision API for product recommendations and Document AI API for processing invoices and receipts

  3. C

    Recommendations AI API for product recommendations and Document AI API for processing invoices and receipts

  4. D

    Retail API for product recommendations and AutoML Tables for processing invoices and receipts

Show answer and explanation

Correct answers: A, C

Explanation

To enhance the online shopping experience with personalized recommendations, the Retail API or Recommendations AI API are suitable choices as they are optimized for retail use cases. For automating document processing of invoices and receipts, the Document AI API is the most appropriate as it is specifically designed for extracting structured data from unstructured documents. Combining these APIs provides the best solution for the described scenario.

  • A. Correct.

    Correct: The Retail API is specifically designed for retail use cases, including creating personalized product recommendations. The Document AI API is optimal for automating document processing, such as invoices and receipts.

  • B. Incorrect.

    Incorrect: The Vision API is not designed for creating product recommendations; it is focused on image analysis tasks, such as detecting objects or extracting text from images.

  • C. Correct.

    Correct: Recommendations AI API is tailored for building product recommendation systems for online retail environments. The Document AI API is suitable for invoice and receipt processing.

  • D. Incorrect.

    Incorrect: AutoML Tables is a tool for building custom machine learning models for structured data. It is not designed for automated document processing. Additionally, the Retail API is better suited for product recommendations in this use case.

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