What Are Two of the Characteristics of Using Online Prediction

question 175

Multiple Choice

What are two of the characteristics of using online prediction rather than batch prediction?

• A) It is optimized to handle a high volume of data instances in a job and to run more complex models.
• B) Predictions are returned in the response message.
• C) Predictions are written to output files in a Cloud Storage location that you specify.
• D) It is optimized to minimize the latency of serving predictions.

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Definitions:

Machine Bureaucracy

A highly structured, formal organization model, optimized for efficiency and characterized by a clear hierarchy, division of labor, and a focus on routine, repetitive tasks.

Simple Structure

An organizational design characterized by a low degree of departmentalization, wide spans of control, authority centralized in a single person, and little formalization.

Adhocracy

An organizational structure characterized by flexibility, employee empowerment, and an emphasis on innovation and problem-solving rather than hierarchy and strict procedures.

Globalization

The method through which companies or various entities expand their influence globally or begin to function at an international level.