MLOps Lessons from Real-World Geospatial Machine Learning
· 3 min read
Machine learning work becomes much harder when it leaves the notebook. A model can look promising during experimentation, but the real test is whether the data pipeline, metrics, validation, and deployment workflow can be repeated by someone else.