LR-based ML Lifecycle Retrospective
Building my first ML Lifecycle — a three-tier architecture for an ad Fallback CTR prediction — as a backend engineer without an AI background. The technical decisions I made, and what I learned through running it.
Mlflow
MLflow and the ML Lifecycle
Which slot of the ML lifecycle each MLflow component fills, and which pieces a lightweight team can pick.