Orangescrum vs. RapidMiner

This is a good thing for medium/large companies for inside the company and/or for interacting with remote employees/freelancers. As the program facilitates the interaction between employees and managers it speeds up the distribution of tasks and allows managers to identify possible problems on the fly. For indie developers - it's a little expensive.

Incentivized

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.

Incentivized

• We tested the free version of the program. It improved communication within the team.
• Allowed to trace performance and time spent on tasks. Each team member was aware of the status of the tasks and could plan their work.
• Simplified interaction with managers, as it could present the results in the form of Gantt charts.

Incentivized

• 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.

Incentivized

• The program interface is overloaded. Especially when there is little time for a detailed description of the tasks.
• I would like a faster way to publish the result at the completion of the task.
• Projects and tasks are two different workspaces/pages. Personally, it would be more convenient to combine these things.

Incentivized

• 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.

Incentivized

Very fast and user-friendly tool

Incentivized

Very use to use and learn

Incentivized

Trello was excellent, but we did not choose it because of the price and relatively positive feedback from employees using Orangescrum who wanted the easiest and fastest way to create reports so as not to be distracted from work (as a two-click report).

Incentivized

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.

Incentivized

• It accelerated the work of the team, but the mastering of the program interface was slow.
• The interface is not intuitive. It proved to be quite complicated.
• For managers, the program has facilitated reporting and streamlined team tracking.

Incentivized

• 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

Incentivized