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RapidMiner

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Description

RapidMiner Features

RapidMiner is an enterprise-ready data science platform that aims to amplify the collective impact of people, expertise, and data for a competitive advantage. The platform is designed to support the entire team across the full analytics lifecycle.

Key Features

Data Engineering: Simplifies and automates data preparation work. Allows connection, acquisition, exploration, preparation, cataloging, and pipelining of data.
Model Building: Streamlines model creation with automated, visual, and code-based approaches. Suitable for both beginners and seasoned professionals in data science.
ML Ops: Simplifies operations regardless of the complexity of models. Enables deployment, evaluation, comparison, monitoring, management, and swapping of any model.
AI App Building: Delivers powerful insights intuitively and requires no software developers. It puts models and insights into the hands of decision-makers and action-takers with a no-code approach.
Collaboration and Governance: Facilitates open communication, easy sharing, and re-use of work without breaking policies and regulations.
Trust and Transparency: Instills confidence in work with explainable AI. Helps understand how models are making predictions and exposes downstream ROI.