Introduction
Introduction
MLOps Lifecycle
MLOps Lifecycle
Design Phase
Design Phase
Data Quality
Data Quality and Ingestion
Feature Engineering
Feature Engineering
Experiment Tracking
Experiment Tracking
Deployment
Preparing the model for deployment
CICD Pipelines
CICD Pipelines
Monitoring Models
Monitoring Models
Retraining the Model
Retraining the Model
MLOps Maturity
MLOps Maturity