About this document
MLOps Cheat Sheet: Key Concepts & Tools by maxovic22 is a document available to read on EtoBox.
The document outlines the MLOps lifecycle, which includes stages such as design, data engineering, model development, operations, deployment, and monitoring. It also covers tools and practices like Data Version Control (DVC), CI/CD with GitHub Actions, and model serving with FastAPI, along with monitoring techniques for data drift. Additionally, it provides commands for managing containerized applications and tracking experiments using MLflow.
- Author
- maxovic22
- Language
- EN