MLOps Orbit

This repository is my official beginning of MLOps journey. Instead of focusing on piece of production-grade machine learning, we will be building full end-to-end pipeline.

We will be training simple regression models on NYC taxi ride dataset and build MLOps pipeline including model training, hyperparameter optimization, experiment tracking, orchestrating, deployment, monitoring, etc. This repository is inspired by the mlops-zoomcamp course by DataTalks.Club.