Lightlines
By wshobson

ml-pipeline-workflow

wshobson10.6k installs

Take machine-learning pipelines into production.

What it does

Guides the creation of production machine-learning pipelines from data preparation through model deployment and monitoring.

When to use it

Use when building ML pipelines, designing their orchestration, automating training and deployment, or integrating ML components into production systems.

How to use it

Give it a project and a pipeline-building request; it guides implementation of data preparation, training, validation, and deployment workflows.

What you provide

  • An existing project

Latest review

What you need · 0

No setup requirements listed.


Access · 1

This skill

serving infrastructure

Execute

Deploys models to serving infrastructure