nerdexam
Google

CLOUD-DIGITAL-LEADER · Question #284

An organization needs to train a custom machine learning model to categorize customer responses from their website's contact form. Which Google Cloud product or service should the organization use?

The correct answer is C. AutoML Natural Language. AutoML Natural Language allows organizations to train custom text classification models on their own labeled data without deep ML expertise.

Leveraging Google Cloud AI and Machine Learning Services

Question

An organization needs to train a custom machine learning model to categorize customer responses from their website's contact form. Which Google Cloud product or service should the organization use?

Options

  • AAnthos
  • BRecommendations AI
  • CAutoML Natural Language
  • DPub/Sub

How the community answered

(28 responses)
  • A
    7% (2)
  • B
    4% (1)
  • C
    89% (25)

Why each option

AutoML Natural Language allows organizations to train custom text classification models on their own labeled data without deep ML expertise.

AAnthos

Anthos is a hybrid and multi-cloud application management platform, not a machine learning training service.

BRecommendations AI

Recommendations AI is a pre-built service for product recommendation use cases in retail, not a custom text classification tool.

CAutoML Natural LanguageCorrect

AutoML Natural Language is a Google Cloud service specifically designed to let organizations build and train custom natural language processing models, including text classification tasks such as categorizing free-form customer responses. It handles model training and evaluation while requiring only labeled training data from the user. This makes it the correct fit for categorizing contact form submissions.

DPub/Sub

Pub/Sub is a managed messaging and event streaming service used for decoupling systems, not for training or running machine learning models.

Concept tested: AutoML Natural Language custom text classification

Source: https://cloud.google.com/natural-language/automl/docs/overview

Topics

#Machine Learning#Natural Language Processing#AutoML#Text Classification

Community Discussion

No community discussion yet for this question.

Full CLOUD-DIGITAL-LEADER Practice