https://tecton.ai/blog/devops-ml-data/
Why We Need DevOps for ML Data
Posted by Kevin Stumpf on April 28, 2020
“Unfortunately, most tools under the MLOps banner tend to focus only on workflows around the model itself (training, deployment, management) — which represents a subset of the challenges for operational ML. ML applications are defined by code, models, and data. Their success depends on the ability to generate high-quality ML data and serve it in production quickly and reliably…”