We performed a comparison between Pentaho Business Analytics and RapidMiner based on real PeerSpot user reviews.
Find out what your peers are saying about Microsoft, Tableau, SAP and others in BI (Business Intelligence) Tools."The most valuable feature of Pentaho is the Tableau report."
"We were able to install it without any assistance from tech support."
"Pentaho is an analytics platform that can be used when an organization has a lot of big data storage systems already installed and needs to manage and analyze that data. It has a specific use case for unstructured data, such as documents, and needs to be able to search and analyze it."
"Easy to use components to create the job."
"I use the BI Server, CDE Dashboards, Saiku, and Kettle, because these tools are very good and highly experienced."
"The initial setup is pretty straightforward."
"Pentaho Business Analytics' best features include the ease of developing data flows and the wide range of options to connect to databases, including those on the cloud."
"The documentation for this solution is very good, where each operator is explained with how to use it."
"I like not having to write all solutions from code. Being able to drag and drop controls, enables me to focus on building the best model, without needing to search for syntax errors or extra libraries."
"RapidMiner is a no-code machine learning tool. I can install it on my local machine and work with smaller datasets. It can also connect to databases, allowing me to build models directly on the data stored there. RapidMiner offers a wider range of operators than other tools like Dataiku, making it a better option for my needs."
"The best part of RapidMiner is efficiency."
"Scalability is not really a concern with RapidMiner. It scales very well and can be used in global implementations."
"RapidMiner for Windows is an excellent graphical tool for data science."
"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. RapidMiner is competitive in the ML space."
"The data science, collaboration, and IDN are very, very strong."
"Logging capability is needed."
"Deployment is not simple. It is not simple because we are dealing with a lot of data; we are dealing with a lot of storage. So, it's not a simple process."
"Version control would be a good addition."
"We did not achieve the ROI. The work delivered to users had lesser value than the subscription cost."
"The repository should be improved."
"Pentaho Business Analytics' user interface is outdated."
"Another concern is that Pentaho is not customizable or interactive."
"Pentaho, at the general level, should greatly improve the easy construction of its dashboards and easy integration of information from different sources without technical user intervention."
"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. 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. If you made decisions within this machine learning model, you need to explain why you did so. It would better if you could explain your decision in terms of delivery. However, this is an issue with all ML platforms. 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."
"I would appreciate improvements in automation and customization options to further streamline processes."
"RapidMiner isn't cheap. It's a complete solution, but it's costly."
"The server product has been getting updated and continues to be better each release. When I started using RapidMiner, it was solid but not easy to set up and upgrade."
"Many things in the interface look nice, but they aren't of much use to the operator. It already has lots of variables in there."
"One challenge I encountered while implementing RapidMiner was the lack of documentation. Since there aren't as many users, finding resources to learn the tool was initially difficult. To overcome this hurdle, I believe RapidMiner could improve by providing more tutorials tailored for new users."
"The price of this solution should be improved."
"RapidMiner can improve deep learning by enhancing the features."
Pentaho Business Analytics is ranked 19th in BI (Business Intelligence) Tools with 42 reviews while RapidMiner is ranked 3rd in Predictive Analytics with 21 reviews. Pentaho Business Analytics is rated 8.0, while RapidMiner is rated 8.6. The top reviewer of Pentaho Business Analytics writes "Flexible, easy to understand, and simple to set up". On the other hand, the top reviewer of RapidMiner writes "A no-code tool that helps to build machine learning models ". Pentaho Business Analytics is most compared with Databricks, Microsoft Power BI, KNIME, SAP Crystal Reports and Microsoft SQL Server Reporting Services, whereas RapidMiner is most compared with KNIME, Alteryx, Dataiku, Tableau and Microsoft Azure Machine Learning Studio.
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