Mlflow

My Journey Building an LR-based ML Lifecycle

Building my first ML Lifecycle — a three-tier architecture for DSP Fallback CTR prediction — as a backend engineer without an AI background. The technical decisions I made, and what I learned through running it.

Dable
Project
Ml
Mlflow
Sklearn
Logistic-Regression

MLflow and the ML Lifecycle

Which slot of the ML lifecycle each MLflow component fills, and which pieces a lightweight team can pick.

Mlflow
Mlops
Ml-Lifecycle
Model-Registry