Doug Lautzenheiser

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Because the document model doesn’t enforce a schema, it’s often referred to as schemaless. This is misleading because, as discussed previously, data stored in documents will be read later. The application that reads the documents usually assumes some kind of structure of the documents. Document databases just shift the responsibility of assuming structures from the application that writes the data to the application that reads the data.
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
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