RapidMiner Studio

Lightning Fast Data Science

A drag and drop GUI for machine learning, data mining, text mining, predictive analytics and business analytics. 

RapidMiner empowers analysts to effortlessly design predictive analytics from mashup to modeling to deployment, and allows organizations to use predictive analytics in order to gain competitive advantage through optimizing their businesses. 

RapidMiner provides the advanced analytics needed to increase marketing response rates, reduce customer churn, detect machine failures, plan preventive maintenance, and detect fraud, among others.


  • Visual Programming Environment
  • Guided Analytics
  • Reusable Building Blocks
  • 1500 + Machine Learning & Data Prep Functions


Features

  
  • Easy Integration of R & Python Scripts
  • Honest Validation Methods
  • Access ANY & ALL Types of Data
  • Operate on all major platforms and operating systems


  • Cloud Connections and Repositories
  • Wisdom of Crowds
  • Predictive Analytics Modelling & Validation
  • Support & Maintenance

Four Versions of RapidMiner Studio: Basic, Small, Medium, Large

RapidMiner Studio basic version is free to download now!

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Data Access

Connect to any data source, any format, at any scale

  • More data connectors than any other visual design platform

  • Includes over 60 file types and formats for structured and unstructured data

Access, load and extract information from unstructured data

  • 80+ functions for text, web and multimedia mining & processing

  • Supports plain texts, HTML, PDF, RTF, and many more

Data Exploration

Robust statistical overviews to quickly explore and understand your data

  • Graphically displays attribute name & type

  • Quickly identifies missing values

A powerful chart engine offers more than 30 different visualization options

  • Bubble charts & 3-D scatter plots

  • Network & tree visualizations, and many more

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Data Preparation

Offers a host of data quality, integration, and transformation tools

  • Multiple options to aggregate, filter and sort or join data

  • Feature engineering operators for feature selection, creation & extraction

Determine best influence factors or generate new factors

  • Advanced attribute weighting capabilities

  • Options for new attribute generation

Data Cleansing

Provides a variety of advanced approaches for data cleansing

  • Identification and removal of duplicate

  • Anomaly & outlier detection & removal

  • Normalization & standardization

  • Weighting schemes measuring the influence of attributes

Offers sophisticated dimensionality reduction technique

  • Self Organizing Maps (SOM)

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Modeling

Breadth of machine learning functions

  • Classification, regression and clustering techniques

  • Association mining, frequent item set & similarity computation

  • Ensemble & hierarchical models

More than 100 additional modeling operators

  • Seamlessly integrate R, Python and custom scripts

  • Process Control functions

  • Optimization loops & branches

Validation

Only visual workflow designer with honest validation techniques

  • Preprocessing models

  • Cross validation & split validation

  • Visual evaluation techniques

Trustworthy performance calculations

  • Accuracy, Precision, Recall, RMSE, AUC and many more

  • Calculating significance tests

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Cloud Execution

Extended computation – on demand

  • Submit multiple jobs parallel

  • Elastic-compute environment

Predictive analytics anywhere

  • Provides a central, cloud-based repository

  • Supports agility

RapidMiner Studio

  • Visual Programming Environment

  • Guided Analytics

  • 1500 + Machine Learning & Data Prep Functions

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Click on the picture to watch introduction of RapidMiner Studio 

Click  "contact us" to submit your needs,

or call us at 021-80181506 / send an email to sales@rapidminerchina.com