- Data Management: It is capable of analyzing structured as well as unstructured data such as text, images, and other media.
- Data Investigation: It can analyze the data and rapidly devise a method to extract the most pertinent information and stats.
- Support for Languages: It can integrate and function across different programming languages in its interface.
- Custom Scripting: In case the operators present are not enough, it performs the task of writing scripts for complex data transformation and preparation.
USP : Rapid Miner Studio enables users to create complex predictive models by using a drag and drop visual interface. It has a library of 1500+ machine learning algorithms and functions that can be used to build models specific to any situation. It also offers templates for common cases such as prediction of customer churn, fraud detection, predictive maintenance, etc. It provides proactive recommendations at each step for guidance. Rapidminer helps increase productivity across teams.
|Product Quality and Reliability|
|Product Features and Functionality|
|Breadth and Depth of Product Offering|
- Product Maturity / Core Features / Visual Analytics Design /...Users To Perform Advanced Data Analytics,RapidMiner, Inc.’s predictive analytics platform permits users to perform advanced data analytics, including machine learning, data mining, text analytics, business analytics, and visualization, with a minimum requirement of coding. Show More
- Product Maturity / Product Features and Functionality / Inte...Seamless NtegrationPredictive analytics product has seamless integration with multiple data sources, which include MS-Excel, MS-Access, Oracle, IBM DB2, Microsoft SQL, Sybase, Ingres, MySQL, Postgres, IBM SPSS, dBase, and text files. Show More
- Product Maturity / Add-on Funtionalities / Machine Learning ...Automated ModellingRapidMiner Studio is a visual design environment for quickly building complete predictive analytic workflows. It provides a deep library of machine learning algorithms, data preparation and exploration functions, and model validation tools to support data science projects and use cases. Show More
- Product Maturity / Data Management / Interactive Visualisati...Average User InterfaceRapidMiner has an average user interface that is sometimes difficult for users to navigate. The app is difficult to use and the interface appears to be obsolete. Show More
- Product Maturity / Services Offered / Support and Maintenanc...Application LagThe RapidMiner app freezes on multiple instances and requires users to reopen it every time. There is significant lag when rebooting the system. Show More
- Product Maturity / Data Management / Real Time DashboardingBusiness Analytics DashboardRapidminer Studio is not up to the mark for business analytics dashboard. It is complex in nature and useful in running the models on website. Show More
- Product Maturity / Breadth and Depth of Product Offering / D...Data CleaningRapidminer lacks in basic data cleaning
RAPIDMINER STUDIO Presence in Predictive Analytics Software
“Navigate through Journey of Hypotheses"
“Good user interface"
“Enabling Multiple Hypotheses"
The RapidMiner platform is exceptionally fast and easy to use. It overcomes obstacles such as error-prone data preparation and deployment to ensure that no projects fail. However, RapidMiner is a platform, while most companies would probably opt for direct solutions to implement.
RapidMiner seems like a powerful platform but would probably lose out when compared to a vertical solution that is aimed to work directly with a specific application.