Data Engineering for ML

What is Data Management for AI Systems?

Data management is the discipline of collecting, organizing, cleaning, versioning, and governing the data that AI systems depend on. It's unglamorous but decisive: most AI project failures trace back to data problems, not model problems. Good data management is what separates AI demos from AI products.