MLOps

This repo contains contributions to the DataTalksClub MLOps Zoomcamp 2023.

Thanks to the instructors of the course and the DataTalksClub community for providing this learning experience.

The course included the following topics:

Module 1: Introduction
Module 2: Experiment tracking and model management
Module 3: Orchestration and ML Pipelines
Module 4: Model Deployment
Module 5: Model Monitoring
Module 6: Best Practices

The coursework included homework and problem assignements (Taxi Dataset).

Everything learned has been taken into practice in the final project:

Final Project - Training, Deploying & Monitoring a Cardiac Risk Prediction Model