MathWorks Matlab vs RapidMiner comparison

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MathWorks Logo
1,037 views|810 comparisons
100% willing to recommend
RapidMiner Logo
5,674 views|4,546 comparisons
95% willing to recommend
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Executive Summary

We performed a comparison between MathWorks Matlab and RapidMiner based on real PeerSpot user reviews.

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Featured Review
Neha Wanjari
Anonymous User
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The tool's most valuable feature is the Simulink environment. This feature provides an incredible capability to visually represent the system behavior before creating the code. It allows you to see the flow and interactions of the system, which is extremely beneficial for software development. With this visual representation, you can better understand the system's behavior, make necessary adjustments, and ensure maintenance and updates. This capability is why I love working with the product.""Personally for me, because I do a lot of development, I like that it is easy to test mathematical algorithms with several matrix calculations. It's perfect for that."

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"RapidMiner is very easy to use.""I've been using a lot of components from the Strategic Extension and Python Extension.""The solution is stable.""The most valuable feature of RapidMiner is that it is code free. It is similar to playing with Lego pieces and executing after you are finished to see the results. Additionally, it is easy to use and has interesting utilities when preparing the data. It has a utility to automatically launch a series of models and show the comparisons. When finished with the comparisons you can select the best one, and deploy it automatically.""The most valuable features are the Binary classification and Auto Model.""Using the GUI, I can have models and algorithms drag and drop nodes.""Scalability is not really a concern with RapidMiner. It scales very well and can be used in global implementations.""The most valuable feature of RapidMiner is that it can read a large number of file formats including CSV, Excel, and in particular, SPSS."

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Cons
"In the area of improvement, sometimes there are issues with the speed of MathWorks Matlab, particularly in the Simulink environment. The tool's latest versions can be slow to open, taking significant time to load. Additionally, saving data and integrating models can also be time-consuming processes.""To make use of the GPU, you have to have an Nvidia card. What I would want it to do is to run in Next Generation with Intel or AMD, and not just with Nvidia."

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"RapidMiner would be improved with the inclusion of more machine learning algorithms for generating time-series forecasting models.""RapidMiner isn't cheap. It's a complete solution, but it's costly.""RapidMiner can improve deep learning by enhancing the features.""Improve the online data services.""If they could include video tutorials, people would find that quite helpful.""I would appreciate improvements in automation and customization options to further streamline processes.""In the Mexican or Latin American market, it's kind of pricey.""The price of this solution should be improved."

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Pricing and Cost Advice
  • "We have a single user license. Support and add-ons are an extra fee."
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  • "I used an educational license for this solution, which is available free of charge."
  • "Although we don't pay licensing fees because it is being used within the university, my understanding is that the cost is between $5,000 and $10,000 USD per year."
  • "The client only has to pay the licensing costs. There are not any maintenance or hidden costs in addition to the license."
  • "For the university, the cost of the solution is free for the students and teachers."
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    Questions from the Community
    Top Answer:The tool's most valuable feature is the Simulink environment. This feature provides an incredible capability to visually represent the system behavior before creating the code. It allows you to see… more »
    Top Answer:In the area of improvement, sometimes there are issues with the speed of MathWorks Matlab, particularly in the Simulink environment. The tool's latest versions can be slow to open, taking significant… more »
    Top Answer:I use the tool for model-based development projects, particularly in the automotive sector. These projects involve automation and testing using scripts. Additionally, I have utilized it for auto-code… more »
    Top Answer:What I like about RapidMiner is its all-in-one nature, which allows me to prepare, extract, transform, and load data within the same tool.
    Top Answer:I would appreciate improvements in automation and customization options to further streamline processes. Additionally, it can be challenging to structure formulas and access certain metrics, requiring… more »
    Ranking
    22nd
    Views
    1,037
    Comparisons
    810
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    7th
    Views
    5,674
    Comparisons
    4,546
    Reviews
    5
    Average Words per Review
    346
    Rating
    8.2
    Comparisons
    Learn More
    Overview

    RapidMiner's unified data science platform accelerates the building of complete analytical workflows - from data prep to machine learning to model validation to deployment - in a single environment, improving efficiency and shortening the time to value for data science projects.

    Sample Customers
    Information Not Available
    PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen
    Top Industries
    VISITORS READING REVIEWS
    University12%
    Educational Organization12%
    Computer Software Company11%
    Financial Services Firm10%
    REVIEWERS
    University46%
    Energy/Utilities Company8%
    Educational Organization8%
    Engineering Company8%
    VISITORS READING REVIEWS
    University11%
    Educational Organization10%
    Computer Software Company10%
    Manufacturing Company9%
    Company Size
    VISITORS READING REVIEWS
    Small Business24%
    Midsize Enterprise11%
    Large Enterprise65%
    REVIEWERS
    Small Business50%
    Midsize Enterprise20%
    Large Enterprise30%
    VISITORS READING REVIEWS
    Small Business20%
    Midsize Enterprise13%
    Large Enterprise67%
    Buyer's Guide
    Data Science Platforms
    April 2024
    Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms. Updated: April 2024.
    768,740 professionals have used our research since 2012.

    MathWorks Matlab is ranked 22nd in Data Science Platforms with 2 reviews while RapidMiner is ranked 7th in Data Science Platforms with 19 reviews. MathWorks Matlab is rated 8.6, while RapidMiner is rated 8.6. The top reviewer of MathWorks Matlab writes "Has Simulink feature which helps with visual representations ". On the other hand, the top reviewer of RapidMiner writes "Offers good tutorials that make it easy to learn and use, with a powerful feature to compare machine learning algorithms". MathWorks Matlab is most compared with IBM SPSS Statistics, Databricks, Anaconda, Microsoft Azure Machine Learning Studio and TIBCO Data Science, whereas RapidMiner is most compared with KNIME, Alteryx, Dataiku Data Science Studio, Tableau and Microsoft Azure Machine Learning Studio.

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    We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.