Your Team Has Been Tasked with Creating an ML Solution

question 27

Multiple Choice

Your team has been tasked with creating an ML solution in Google Cloud to classify support requests for one of your platforms. You analyzed the requirements and decided to use TensorFlow to build the classifier so that you have full control of the model's code, serving, and deployment. You will use Kubeflow pipelines for the ML platform. To save time, you want to build on existing resources and use managed services instead of building a completely new model. How should you build the classifier?

• A) Use the Natural Language API to classify support requests.
• B) Use AutoML Natural Language to build the support requests classifier.
• C) Use an established text classification model on AI Platform to perform transfer learning.
• D) Use an established text classification model on AI Platform as-is to classify support requests.

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Definitions:

Group-Level

Pertaining to the characteristics, dynamics, or outcomes of a group rather than individual members.

Financial Performance

A measure of how well a firm is using its assets to generate earnings.

Power-Influence Approach

A theory in leadership emphasizing the tactical use of power and influence by leaders to direct or change the behavior of followers towards desired outcomes.

Power

Refers to the capacity or ability to direct or influence the behavior of others or the course of events.