RapidMiner is an open and extensible data science platform that unifies the entire data science lifecycle from data preparation to machine learning to predictive model deployment to allow companies drive revenue, reduce costs, and avoid risks.
RapidMiner is a comprehensive, unified, visual platform for analytics teams that unites data prep, machine learning, and predictive model deployment:
- RapidMiner Turbo Prep can connect to all companies data, no matter where it lives, they can explore data to identify patterns and correct quality issues without coding.
- RapidMiner Auto Model can generate models and validate them in just a few mouse clicks using hundreds of machine learning and deep learning algorithms and support for R & Python.
Validated models can be easily deployed into business applications like Microsoft Excel or visualized in BI tools like MicroStrategy and Tableau or integrated into existing business applications.
RapidMiner Data Science Platform includes:
- Quick-to-learn and easy-to-use drag & drop visual workflow design that accelerates end-to-end data science for improved productivity.
- More pre-defined machine learning functions and third party libraries than any other visual platform for breadth of functionality.
- Well-accepted open languages and technology, a community of over 250K data science experts, and a robust marketplace that keeps pace with evolving data science requirements.
- More than 60 connectors that provide easy access to all types of data: structured, unstructured & big data.
Ability to run workflows in-memory or in-Hadoop, providing the best option for projects of all sizes.