Meet RapidMiner

An integrated environment for machine learning, data mining,
text mining, predictive analytics and business analytics.

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 data analysis routines visually and speed up delivery 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 business intelligence, CRM, marketing automation, ERP, and even your custom web 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!

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