RapidMiner

RapidMiner

Predictive data analytics software

4.4/5 (16 reviews)

RapidMiner Overview

RapidMiner offers a suite of products that allow data analysts to build new data mining processes, set up predictive analysis, and more. The list of products include: RapidMiner Studio, RapidMiner Server, RapidMiner Radoop, and RapidMiner Streams. The RapidMiner Studio uses a drag & drop graphical interface to design analysis processes. The open APIs let you integrate your current, specialized algorithms. The Studio offers a library of templates, batch processing, multiple data visualizations and automated charts letting you run more than 1500 operations on all major platforms, sources and systems.

RapidMiner Server lest you run process on enterprise hardware from any device, without limitations. The server can be used to schedule and run analysis and get real-time results. The Server integrates with all your data sources and lets you add your own algorithms for complete, comprehensive data mining. The interactive dashboards provided on the RapidMiner Server shared repositories lets you access, monitor and share information as well as assign tasks.

RapidMiner Radoop provides a platform for Big Data processing, including analysis and predictions. Radoop offers a visual interface for Big Data ETL, analytics, ad-hoc reporting, predictive modeling and visualization. Radoop offers doxens of operators for Big Data import-export, data transformations, data cleansing, aggregations, joins and predictive modeling. RapidMiner Streams lets you design stream processing applications without code. You can deploy streaming analytics onto distributed Apache Storm clusters for data blending and model scoring on streaming data.

Pricing

Starting from
US$39,00/month
Pricing options
Free Trial
Subscription
Value for money

Devices

Business size

S
M
L

Markets

Canada, Europe, United States

Supported Languages

English

RapidMiner Reviews

Overall rating
4.4/5
88% positive reviews
8
Excellent
6
Very good
2
Average
0
Poor
0
Terrible
Maynard john S.

The data scientist's swiss knife: Fast and Easy Machine Learning through RapidMiner Studio

Used Other for 6-12 months
Reviewed on 2019/06/11
Review Source: Capterra

Overall my experience with using RapidMiner was great. It allowed me to rapidly try out different machine learning models and compare each result with one another. It also allowed me to conveniently address my workflow without having to write code. It is a great tool for students and people without a strong programming background. Its well documented functions and strong community addresses what ever questions I had with the processes.

Pros

One of the daunting requirements for data scientists and data storytellers is learning a programming language such as matlab and python and writing code for their tasks. This is on top of having to analyze and learn complex algorithms needed for the task. This can be a time consuming problem, especially for those who are not adept at programming. However, this is now a thing of the past because of RapidMiner Studio.

This is because RapidMiner features are drag and drop visual interface which makes all the difference. Data preparation to the final output and visualization is as simple as dragging blocks of your workflow into a canvas and connecting them altogether.

RapidMiner Studio also has most of the machine learning models used in the academe and the industry. One of the difficulties when dealing with code is tweaking the parameters of these models but because of the visual interface, you could simply click on the process and update this.

RapidMiner is also well documented. Each of the processes has their description, input, output, and parameters well described. Tutorial videos as well as blogs are available on their website. And finally, RapidMiner Studio has a community of data scientists that can help you when you have a question.

Cons

What I found to be very inconvenient is that the application crashes at times. This may be a problem limited to my own machine.

Aside from this I found that the application seems to hog my computers memory and cpu resources. This may be because the application is running on Java (VM). This may not be a problem for people with a higher spec machine.

I also found that the application lacks collaboration features which may be something that they could improve on in the future.

Rating breakdown

Ease of Use

Likelihood to recommend

8.0/10
Rashid C.

Great tool for data analytics!

Used Daily for 2+ years
Reviewed on 2018/08/01
Review Source: Capterra

Great data analytic and visualization tool!

Pros

No coding skills needed! Rapidminer is a GUI tool that you can connect boxes on a canvas to conduct data anlysis, this serves as a great introduction to data analytics.

Free for students! You can get a provisional liscence with a dot edu account. This is a great perk of the software.

Data analytics and data visualization tools are available within the software with a plethora of other features!

Cons

Very buggy! The software tends to crash often, this is especially more common with things such as neural networks etc.

Limitations of some versions! Even with the student version there is a limit of 10,000 rows of output, so if you are trying to do analysis on a 12,000 point data set , 2000 points will randomly be omitted.

Rating breakdown

Value for Money
Ease of Use
Customer Support

Likelihood to recommend

7.0/10
Khurram M.

Excellent tool for Data Mining

Used Daily for 6-12 months
Reviewed on 2018/11/20
Review Source: Capterra

Pros

Started using this software a few months ago, and its shear power is amazing. The number of things the user can do with this software are amazing

Cons

Sometimes, while handling big data, like having large number of examples and attributes, it takes a lot of time. The cumulative time increase, when the user is optimizing manually different attributes based on the results

Rating breakdown

Ease of Use

Likelihood to recommend

10.0/10
Parinaz J.

Easily do your data mining

Used Weekly for 1+ year
Reviewed on 2018/10/30
Review Source: Capterra

Pros

I learnt how to do data mining with this software. I can only say it is perfect even for new learners. When I started data mining the concept itself was new to me and I did not want to do complicated programming to do my data mining. That is why I chose RapidMiner. It is so easy to use and it provides lots of hint how to use each icon. I really prefer RapidMiner if I want to get my data mined faster and easier. Highly recommended.

Cons

The help section was not %100 complete. It has many explanation but examples are not good explained.

Rating breakdown

Value for Money
Ease of Use
Customer Support

Likelihood to recommend

9.0/10
Francis M.

Its simplicity enables one to do data science and the best part is you can customize as per need.

Used Daily for 6-12 months
Reviewed on 2018/05/10
Review Source: Capterra

Pros

Very comfortable to use especially for a beginner and since it can be supported in any platform and excellent form of teaching.Makes machine learning easy

Cons

A bit pricey to acquire but worth it at the end and it can consume a lot RAM sometimes your computer freezes

Rating breakdown

Value for Money
Ease of Use
Customer Support

RapidMiner Pricing

Starting from
US$39,00/month
Pricing options
Free Trial
Subscription
Value for money

<b>RapidMiner Cloud</b>:

$39/month

Pushing your processes to the remote execution engines starts at 39¢/minute.

Download:

<b>RapidMiner Studio</b>:

Starter: Free
Personal: from $999 annually
Professional: from $2,999 annually (Free Trial)
Professional Plus and Enterprise: Ask an expert

<b>RapidMiner Server</b>

Starter: Free
Personal: from $3, 999 annually
Professional: from $9,999 annually (Free Trial)
Professional Plus and Enterprise: Ask an expert

RapidMiner Features


  • API
  • Activity Dashboard
  • Ad hoc Reporting
  • Business Intelligence
  • Charting
  • Collaboration Tools
  • Customizable Reporting
  • Dashboard Creation
  • Data Filtering
  • Data Import/Export
  • Data Visualization
  • Drag & Drop Interface
  • Graphical Data Presentation
  • Monitoring
  • Real Time Analytics
  • Real Time Data
  • Real Time Reporting
  • Reporting & Statistics
  • Third Party Integration
  • Visual Analytics

Additional information for RapidMiner

Key features of RapidMiner

  • -D graphs, scatter matrices, self-organizing map
  • Analysis processes design
  • Application templates
  • Big Data predictive analytics
  • Build, train and validate predictive models
  • CConnect to Apache Kafka and Amazon SQS
  • Data filtering, merging, joining and aggregating
  • Data from file, database, web, and cloud services
  • GUI or batch processing
  • Graphical user interface
  • In-memory, in-database and in-Hadoop analytics
  • Integrates with in-house databases
  • Interactive, sharable dashboards
  • Multiple data management methods
  • RapidMiner Radoop add-on
  • RapidMiner Streams add-on
  • Remote analysis processing
  • Reports and triggered notifications
  • Run more than 1500 operations
  • Store streaming data to numerous databases

Benefits

  • Multiple data management methods: data loading, data transformation, data modeling, and data visualization methods

  • Works with multiple data sources: Excel, Access, Oracle, IBM DB2, Microsoft SQL, Sybase, Ingres, MySQL, Postgres, SPSS, dBase, Text files, and more

  • Brand-new templates: Including churn reduction, sentiment analysis, predictive maintenance and direct marketing

  • Runs on every major platform and operating system

  • Run more than 1500 operations. From data partitioning, to market-based analysis, to attribute generation.

  • RapidMiner Radoop can connect to many different Hadoop clusters: Cloudera Distribution including Apache Hadoop (CDH), the Hortonworks Data Platform (HDP), Apache Hadoop with Hive, Amazon Elastic MapReduce, MapR Hadoop, and DataStax Enterprise

  • Data Storage: Store streaming data and the results of your analytics to numerous databases including Cassandra, MongoDB, Redis, Apache Solr and others.

  • RapidMiner FAQs

    Below are some frequently asked questions for RapidMiner.

    Q. What type of pricing plans does RapidMiner offer?

    RapidMiner offers the following pricing plans:

    Starting from: US$39,00/month

    Pricing model: Subscription

    Free Trial: Available

    <b>RapidMiner Cloud</b>:

    $39/month

    Pushing your processes to the remote execution engines starts at 39¢/minute.

    Download:

    <b>RapidMiner Studio</b>:

    Starter: Free
    Personal: from $999 annually
    Professional: from $2,999 annually (Free Trial)
    Professional Plus and Enterprise: Ask an expert

    <b>RapidMiner Server</b>

    Starter: Free
    Personal: from $3, 999 annually
    Professional: from $9,999 annually (Free Trial)
    Professional Plus and Enterprise: Ask an expert

    Q. What are the main features of RapidMiner?

    RapidMiner offers the following features:

    • -D graphs, scatter matrices, self-organizing map
    • Analysis processes design
    • Application templates
    • Big Data predictive analytics
    • Build, train and validate predictive models
    • CConnect to Apache Kafka and Amazon SQS
    • Data filtering, merging, joining and aggregating
    • Data from file, database, web, and cloud services
    • GUI or batch processing
    • Graphical user interface
    • In-memory, in-database and in-Hadoop analytics
    • Integrates with in-house databases
    • Interactive, sharable dashboards
    • Multiple data management methods
    • RapidMiner Radoop add-on
    • RapidMiner Streams add-on
    • Remote analysis processing
    • Reports and triggered notifications
    • Run more than 1500 operations
    • Store streaming data to numerous databases

    Q. Who are the typical users of RapidMiner?

    RapidMiner has the following typical customers:

    Large Enterprises, Mid Size Business

    Q. What languages does RapidMiner support?

    RapidMiner supports the following languages:

    English

    Q. What type of pricing plans does RapidMiner offer?

    RapidMiner has the following pricing plans:

    Subscription

    Q. Does RapidMiner support mobile devices?

    We do not have any information about what devices RapidMiner supports

    Q. What other apps does RapidMiner integrate with?

    RapidMiner integrates with the following applications:

    Tableau

    Q. What level of support does RapidMiner offer?

    RapidMiner offers the following support options:

    Forum, Online Support, Phone Support