data-scaling

Vocabulary Word

Definition

In 'data-scaling', you change the size of the data numbers to make it easier to analyze. It's like adjusting the volume on a song so it doesn't sound too loud or too soft.

Examples in Different Contexts

In cloud computing, 'data-scaling' involves expanding or contracting cloud resources based on data processing needs. A cloud architect might state, 'Data-scaling in the cloud allows us to maintain performance during peak usage times without overspending on resources.'

Practice Scenarios

Tech

Scenario:

The machine learning model is not performing well with the new data. Maybe we have to reconsider its training.

Response:

Maybe applying data-scaling techniques would help normalize the input data and improve the model's performance.

Creative

Scenario:

This scatter plot is too filled in. We might need to adjust this graph to make it less cluttered and more meaningful.

Response:

How about data-scaling to condense the number of points, helping us make a more digestible visualization?