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Ethics and transparency for Data Science

Machine learning documentation

With a schema-first design philosophy, the Comfiz platform provides a mean to document extensively all the processes and assets associated to machine learning operations.

Schemas and JSON documents can be made available to all stakeholders and allows data science teams to thoroughly document their processes. The level of confidence and transparency associated to machine learning is therefore greatly enhanced as the information is readily available and constantly and automatically updated.