Data Pipeline

Created: 2023-02-13 11:39
#note

It helps creating repeatable machine learning processes while reducing human costs.

Functions:

• fetch data from source;
• cleansing, filtering, and validation;
• transformations and enrichment;
• feature store operations;
• continuous cycle;

Managed data pipelines:

• Engineering life cycle;
• traceability;
• reproducibility;
• automation.

Tags

#mlops #ml