proportion

Vocabulary Word

Definition

Proportion refers to a part, share, or number considered in comparative relation to a whole. It's like if a pie is divided into four pieces, each piece is a proportion of the pie.

Examples in Different Contexts

In data science, 'proportion' is foundational. A data scientist might assert, 'Evaluating the proportion of data categories is fundamental for training balanced machine learning models and avoiding biased predictions.'

Practice Scenarios

Design

Scenario:

Considering the client's feedback, I think we should re-evaluate the layout and the sizing of our visual elements.

Response:

Agreed. Let's review the proportion of space each element is occupying on the page.

Tech

Scenario:

The latest software update seems to be consuming a considerable amount of system resources. We should look into it.

Response:

Yes, the proportion of memory this update is utilizing seems too high. We should optimize this.