juniorMLOps
What is a model pipeline in MLOps?
Updated May 17, 2026
Short answer
A pipeline automates data preprocessing, training, and deployment steps.
Deep explanation
It ensures consistent and repeatable workflows from raw data to production models.
Real-world example
Automated pipeline for daily stock price prediction updates.
Common mistakes
- Manual steps breaking reproducibility.
Follow-up questions
- What tools build pipelines?
- Why pipelines matter?