5x5x5x5 / mlops-zoomcamp

MLOps zoomcamp

MLOps-Zoomcamp 2024

Putting machine learning models into production (and keeping an eye on them). Course work by Danny S.

About MLOps-Zoomcamp

• MLOps Zoomcamp is a free MLOps course produced by DataTalks.Club
• The course repository for the 2024 cohort is here: (https://github.com/DataTalksClub/mlops-zoomcamp/tree/main/cohorts/2024)

Repository organization

• 01-intro
• 02-experiment-tracking-mlflow
• 03-orchestration-mage

Each folder contains

• README.md - instructions for running this week's code.
• {files}.py or {notebook}.ipynb - code demonstrating tool use leading to quiz answers.
• requirements.txt - requirements file for standalone code execution.
• /data - any data needed for the weekly exercises.
• notes.md - Instructions from DTC heavily edited with my notes.