mlops

This repo is used to demostrate MLOps best practices leverating ML pipelines, model registries, experiment tracking, monitoring toolkits and CI/CD.

Data

• Data Set Characteristics: Multivariate
• Number of Instances: 1567
• Area: Computer
• Attribute Characteristics: Real
• Number of Attributes: 10
• Date Donated: 2008-11-19
• Associated Tasks: Classification, Causal-Discovery
• Missing Values? Yes

Architecture

ML Pipeline

TBA

Experiment Tracking

TBA

Model Registry

TBA

CI/CD

TBA