data-pipeline

Vocabulary Word

Definition

'Data-pipeline' is a term describing how data is transferred from one location to another. Like a pipe moving water, a data-pipeline transfers and processes data from its source to its destination.

Examples in Different Contexts

For business analytics, a 'data pipeline' enables the automated transfer and transformation of data into a format suitable for analysis. A business analyst might explain, 'By leveraging a data pipeline, we can streamline our data analysis process, making it faster and more efficient to extract actionable insights.'

Practice Scenarios

Scenario:

The model's training process is quite slow. We should look into improving the speed and efficiency of data input.

Response:

Enhancing our data-pipeline could speed up the data input process to the machine learning model.

Business

Scenario:

We have customer data scattered over various databases. Let's consider streamlining it for better analysis and customer insights.

Response:

I agree. Let's build a data-pipeline to consolidate all customer data in one place for comprehensive analysis.