data-transformation

Vocabulary Word

Definition

'Data-transformation' is when you change data into a different format that's easier to understand and use. It's like rearranging your room to make it more comfortable and useful.

Examples in Different Contexts

In data processing, 'data-transformation' refers to the conversion of data from one format or structure to another. A data engineer might say, 'Data-transformation is a key step in preprocessing data for analysis, ensuring it's in the right format for our tools.'

Practice Scenarios

Academics

Scenario:

The experiment showed wide-ranging results. To compare them properly, we would need to adjust their scales.

Response:

I see your point. Performing a proper data transformation would help standardize our results for comparison.

Business

Scenario:

Our raw sales data is quite complex. It could reveal significant growth trends if we refine it properly.

Response:

Absolutely, executing a robust data transformation process would help us obtain the trends we're seeking.