MLOps Task

Features

• Reproducible pipeline (seed-controlled)
• Robust CSV handling
• Structured logging + metrics
• Fully Dockerized batch job

Run locally

pip install -r requirements.txt

python run.py --input data.csv --config config.yaml --output metrics.json --log-file run.log

Docker

docker build -t mlops-task . docker run --rm mlops-task