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

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.

Business

Scenario:

We're reviewing our budget allocations for the next quarter. I think we need to reallocate funds to key areas.

Response:

That's a good idea. Why don't we increase the proportion of the budget allocated to the Marketing department?