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The Service is a comprehensive solution used to develop, deploy, and monitor ML models. The main service users are Data Architect/IT Administrators and Data Engineer/Scientists.
The Architect/IT Administrator designs the ML infrastructure, selects and manages ML tools, and the integration of hardware and software. The Data Engineer/Scientist manages the ML model life cycle, instead of on-model development and continuous learning. As a result, many models that are developed are never deployed into production.
The Service includes: