RapidMiner is most compared with KNIME, Alteryx, Microsoft Azure Machine Learning Studio, Tableau and Amazon SageMaker, whereas SAS Enterprise Miner is most compared with SAS Visual Analytics, Microsoft Azure Machine Learning Studio, IBM SPSS Modeler, Alteryx and Amazon SageMaker. On the other hand, the top reviewer of SAS Enterprise Miner writes "Good technical support but too complex and not open-source". The top reviewer of RapidMiner writes "Extensive features, Turbo Prep, Auto ML, good GUI and good stability". RapidMiner is rated 9.0, while SAS Enterprise Miner is rated 6.6. RapidMiner is ranked 6th in Data Science Platforms with 6 reviews while SAS Enterprise Miner is ranked 12th in Data Science Platforms with 2 reviews. It already has lots of variables in there." "In the Mexican or Latin American market, it's kind of pricey." Many companies are working heavily in this area to help figure out how to make it more explainable to the business team or the regulator." "Many things in the interface look nice, but they aren't of much use to the operator. However, this is an issue with all ML platforms. It would better if you could explain your decision in terms of delivery. If you made decisions within this machine learning model, you need to explain why you did so. Whenever you make a decision or there is an output, you need to bill it as an avoidance to the investigator or to the bank audit team. It's a complete solution, but it's costly." "I would like to see all users have access to all of the deep learning models, and that they can be used easily." "The biggest problem, not from a platform process, but from an avoidance process, is when you work in a heavily regulated environment, like banking and finance. "RapidMiner can improve deep learning by enhancing the features." "RapidMiner isn't cheap. RapidMiner is competitive in the ML space." Their Auto ML model provides for even non-coder data scientists to deploy a model." "We value the collaboration and governance features because it's a comprehensive platform that covers everything from data extraction to modeling operations in the ML language. It's suitable for profiling and forecasting in any industry." "RapidMiner is very easy to use." "The GUI capabilities of the solution are excellent. We can take the information, tease out the attributes, and label everything. When finished with the comparisons you can select the best one, and deploy it automatically." "The data science, collaboration, and IDN are very, very strong." "It's helpful if you want to make informed decisions using data. It has a utility to automatically launch a series of models and show the comparisons. Additionally, it is easy to use and has interesting utilities when preparing the data. It is similar to playing with Lego pieces and executing after you are finished to see the results. "The most valuable feature of RapidMiner is that it is code free.
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