SimpleML Enterprise Edition

Why Enterprise?

SimpleML is geared towards data scientists, automating the repetitive workflow and extending their capabilities. The enterprise version aims to do the same for the rest of the organization by enabling analysts, developers, operations, and potentially even end-users to utilize machine learning. The platform is designed to be non-technical, but builds upon SimpleML to yield the same functionality for training models and extends beyond that to cover the entire workflow.

Enterprise Features

• End-to-end facilitation of ML lifecycle

• Dataset Explorer

• Drag & Drop GUI for anyone in the organization to train models

• Automated Dev-Ops for single click model deployment

• Metric analysis for post-deployment stability

Moving to Enterprise, and Back Again

SimpleML enterprise is intentionally built around the open-source core, so developer functionality and interaction will not change. Non technical developers (analysts and/or devops) will lose access to the visual GUI and deployment shortcuts. Again, all the same code functionality will remain, but it will require developers to code it up.

Pricing

Enterprise use is customizable and can be tailored to every organization’s needs. Contact the author, Elisha Yadgaran for details.