This repository includes the exercises and projects from the MLOps course instructed by DataTalk. The course covers experiment tracking, orchestration, deployment, and monitoring, all conducted on AWS EC2 Linux Ubuntu environment.
The dataset for this course can be obtained via https://www.nyc.gov/site/tlc/about/tlc-trip-record-data.page.
- Introduction
- Experiment Tracking
- Orchestration
- Deployment
- Monitoring