A Machine Learning Specialist Is Running an Amazon SageMaker Endpoint

question 152

Multiple Choice

A machine learning specialist is running an Amazon SageMaker endpoint using the built-in object detection algorithm on a P3 instance for real-time predictions in a company's production application. When evaluating the model's resource utilization, the specialist notices that the model is using only a fraction of the GPU. Which architecture changes would ensure that provisioned resources are being utilized effectively?

• A) Redeploy the model as a batch transform job on an M5 instance.
• B) Redeploy the model on an M5 instance. Attach Amazon Elastic Inference to the instance.
• C) Redeploy the model on a P3dn instance.
• D) Deploy the model onto an Amazon Elastic Container Service (Amazon ECS) cluster using a P3 instance.

Recognize the psychological development stages and their impact on child behavior and self-concept.

Identify the factors affecting emotional and social adjustment in middle childhood.

Understand the development of self-regulation and self-esteem in middle childhood.

Comprehend the influence of family, peer relationships, and socioeconomic factors on child development.

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Definitions:

Authoritative Command

A leadership style characterized by clear direction and expectations while allowing input and respecting subordinates.

Domain Ambiguities

Unclear boundaries or definitions within a specific area of knowledge or expertise.

Structural Differentiation

The process within organizations where departments or units become specialized in their functions, leading to a more complex organizational structure.

Task Interdependencies

The extent to which tasks in a project or within an organization rely on each other for resources, information, or completion.