Predictive Analytics, Data Mining, Self-service, Open source

Industry Leaders Choose RapidMiner

Leverage the Wisdom of Crowds With Over 250,000 Users Worldwide

Built by data scientists for data scientists and business analysts, RapidMiner enables anyone to make the most of all data in all environments.

Platform Capabilities

A Visual, Code-Free Environment

Design your big data advanced analytics visually and speed up deployment while reducing errors by eliminating the need to write code.

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One Platform to Rule Them All

Work in any environment at any time: in-memory, in-database, in-Hadoop, in-cloud and in-stream. Work with any data from any source: Hadoop (Hive, Impala, HDFS), CSV, Excel, Access, Oracle, IBM DB2, Microsoft SQL, Sybase, Ingres, MySQL, Postgres, SPSS, Text files, NoSQL (Cassandra, MongoDB), Apache Kafka, Amazon SQS and more.

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Access to more than 40 file types
Wizards for Microsoft Excel, Microsoft Access, comma-delimited files, and database connections
Support for all databases via JDBC or ODBC including Oracle, IBM DB2, Microsoft SQL Server, MySQL, Postgres, Teradata, Ingres, VectorWise, and many more
Connector to SAP
Access to text documents and web pages, PDF, HTML, and XML
Access to time series data, audio files, images, and many more
Repository-based data management on local file systems or central servers via RapidAnalytics
Enhanced data and meta data editor for repository entries
Select attributes operator
Aggregations for multiple groups and functions like sum, average, median, standard deviation, variance, count, least, mode, minimum, maximum, product, or log product
Set operators like join, merge, append, union, or intersect
Operators for handling meta data like rename or attribute role definition
Filtering rows / examples according to range, missing values, wrong or correct predictions, or specific attribute values
Filtering outliers according to distances, densities, local outlier factors, class outlier factors, local correlation integrals, or clustering based outlier detections
Identification and removal of duplicates

Embed Your Insights and Take Immediate Action

Connect your big data analytics to key business processes including web apps, machines, visualization, business intelligence, CRM, marketing automation, ERP, and even your custom applications.

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Deploy Models Any Way You Want

With a single click you can schedule, publish, embed, and export your models on enterprise hardware from anywhere, without restrictions. It's your call!