What users are saying about
14 Ratings
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Score 6.9 out of 100
57 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener'>trScore algorithm: Learn more.</a>
Score 8.7 out of 100

Feature Set Ratings

  • RapidMiner Studio ranks higher in 5 feature sets: Platform Connectivity, Data Exploration, Data Preparation, Platform Data Modeling, Model Deployment

Platform Connectivity

7.5

Data Science Workbench

75%
9.5

RapidMiner Studio

95%
RapidMiner Studio ranks higher in 4/4 features

Connect to Multiple Data Sources

7.0
70%
2 Ratings
10.0
100%
2 Ratings

Extend Existing Data Sources

8.0
80%
2 Ratings
10.0
100%
2 Ratings

Automatic Data Format Detection

7.0
70%
2 Ratings
9.0
90%
2 Ratings

MDM Integration

8.0
80%
2 Ratings
9.0
90%
1 Rating

Data Exploration

7.6

Data Science Workbench

76%
9.0

RapidMiner Studio

90%
RapidMiner Studio ranks higher in 2/2 features

Visualization

7.1
71%
2 Ratings
9.0
90%
2 Ratings

Interactive Data Analysis

8.0
80%
2 Ratings
9.0
90%
2 Ratings

Data Preparation

7.8

Data Science Workbench

78%
8.8

RapidMiner Studio

88%
RapidMiner Studio ranks higher in 3/4 features

Interactive Data Cleaning and Enrichment

7.0
70%
2 Ratings
9.0
90%
2 Ratings

Data Transformations

8.0
80%
2 Ratings
7.0
70%
2 Ratings

Data Encryption

8.0
80%
2 Ratings
9.0
90%
2 Ratings

Built-in Processors

8.0
80%
2 Ratings
10.0
100%
2 Ratings

Platform Data Modeling

7.6

Data Science Workbench

76%
9.0

RapidMiner Studio

90%
RapidMiner Studio ranks higher in 4/4 features

Multiple Model Development Languages and Tools

8.0
80%
2 Ratings
9.0
90%
2 Ratings

Automated Machine Learning

7.0
70%
1 Rating
9.0
90%
2 Ratings

Single platform for multiple model development

7.1
71%
2 Ratings
9.0
90%
2 Ratings

Self-Service Model Delivery

8.1
81%
2 Ratings
9.0
90%
2 Ratings

Model Deployment

8.0

Data Science Workbench

80%
9.0

RapidMiner Studio

90%
RapidMiner Studio ranks higher in 2/2 features

Flexible Model Publishing Options

8.1
81%
2 Ratings
9.0
90%
2 Ratings

Security, Governance, and Cost Controls

7.8
78%
2 Ratings
9.0
90%
1 Rating

Attribute Ratings

  • RapidMiner Studio is rated higher in 1 area: Likelihood to Recommend

Likelihood to Recommend

9.0

Data Science Workbench

90%
3 Ratings
10.0

RapidMiner Studio

100%
18 Ratings

Likelihood to Renew

Data Science Workbench

N/A
0 Ratings
9.0

RapidMiner Studio

90%
1 Rating

Usability

Data Science Workbench

N/A
0 Ratings
9.0

RapidMiner Studio

90%
1 Rating

Support Rating

7.8

Data Science Workbench

78%
3 Ratings

RapidMiner Studio

N/A
0 Ratings

Likelihood to Recommend

Cloudera

Organizations which already implemented on-premise Hadoop based Cloudera Data Platform (CDH) for their Big Data warehouse architecture will definitely get more value from seamless integration of Cloudera Data Science Workbench (CDSW) with their existing CDH Platform. However, for organizations with hybrid (cloud and on-premise) data platform without prior implementation of CDH, implementing CDSW can be a challenge technically and financially.
Read full review

RapidMiner

RapidMiner is really fantastic to perform fast ETL processes and work on your data as you want, no matter what is the source. You will really save a lot of time when you learn how to use it. You can create mining analysis with several algorithms, and thanks to add-ons, you can apply a lot of techniques. It will not replace a business intelligence dashboard but it allows to create great datamarts for your BI tools. One negative thing is that It's no easy to share your outputs.
Read full review

Pros

Cloudera

  • One single IDE (browser based application) that makes Scala, R, Python integrated under one tool
  • For larger organizations/teams, it lets you be self reliant
  • As it sits on your cluster, it has very easy access of all the data on the HDFS
  • Linking with Github is a very good way to keep the code versions intact
Read full review

RapidMiner

  • I am very impressed at how easily you can work within RapidMiner without much data analytics training. Plus with the help of the crowd, you can see what steps others have taken with their data analytics projects.
  • Text mining was simple and clean. We used this for our call transcription problem where we didn't have the resources to listen to each call. We needed to qualify each call based on some key phrases.
  • Our direct mail program was large and not very targeted. Using RapidMiner, we were able to isolate a predictive level we felt comfortable with and decided not to send to anyone below that level. We saved quite a bit of money.
Read full review

Cons

Cloudera

  • Installation is difficult.
  • Upgrades are difficult.
  • Licensing options are not flexible.
Read full review

RapidMiner

  • I hope RapidMiner would be the first data science platform that allows data scientists to change the behaviour of a machine learning algorithm that already exists in the repository. For example, I want to be able to change the way a genetic algorithm mutates.
  • Automatic programming: One day, I hope RapidMiner can automatically generate codes in any 4th generation programming language based on the developed model.
  • More tutorials/samples needed: Why doesn't RapidMiner becomes the next 'UC Irvine Machine Learning Repository'? Provide real examples and real cases for users to study and understand the best practices in modelling. RapidMiner already has some datasets for a tutorial. Besides the existing samples, I hope RapidMiner can provide more sample data and examples.
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Pricing Details

Data Science Workbench

Starting Price

Editions & Modules

Data Science Workbench editions and modules pricing
EditionModules

Footnotes

    Offerings

    Free Trial
    Free/Freemium Version
    Premium Consulting/Integration Services

    Entry-level set up fee?

    No setup fee

    Additional Details

    RapidMiner Studio

    Starting Price

    $0 Per User Per Month

    Editions & Modules

    RapidMiner Studio editions and modules pricing
    EditionModules
    Professional$7,500.001
    Enterprise$15,000.002
    AI Hub$54,000.003

    Footnotes

    1. Per User Per Month
    2. Per User Per Month
    3. Per User Per Month

    Offerings

    Free Trial
    Free/Freemium Version
    Premium Consulting/Integration Services

    Entry-level set up fee?

    No setup fee

    Additional Details

    Likelihood to Renew

    Cloudera

    No answers on this topic

    RapidMiner

    Very fast and user-friendly tool
    Read full review

    Usability

    Cloudera

    No answers on this topic

    RapidMiner

    Very use to use and learn
    Read full review

    Support Rating

    Cloudera

    Cloudera Data Science Workbench has excellence online resources support such as documentation and examples. On top of that the enterprise license also comes with SLA on opening a ticket to Cloudera Services and support for complaint handling and troubleshooting by email or through a phone call. On top of that it also offers additional paid training services.
    Read full review

    RapidMiner

    No answers on this topic

    Alternatives Considered

    Cloudera

    Both the tools have similar features and have made it pretty easy to install/deploy/use. Depending on your existing platform (Cloudera vs. Azure) you need to pick the Workbench. Another observation is that Cloudera has better support where you can get feedback on your questions pretty fast (unlike MS). As its a new product, I expect MS to be more efficient in handling customers questions.
    Read full review

    RapidMiner

    We tried different data tools and we figured we give RapidMinder Studio a shot as one of our employees had experience with it, and when compared to some of the other tools that we used it was the best fit among the test group that we used. Overall it was a little more fluid and user-friendly.
    Read full review

    Return on Investment

    Cloudera

    • Paid off for demonstration purposes.
    Read full review

    RapidMiner

    • Thanks to the patters that RapidMiner has detected, we have been able to follow clues in the right direction, both for the Protein Interaction Network Analysis and for the Epilepsy Research
    • Students and participants of the machine learning workshops have learned about this technology and about the tool
    Read full review

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