We performed a comparison between Domino Data Science Platform and IBM SPSS Modeler based on real PeerSpot user reviews.
Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms."The scalability of the solution is good; I'd rate it four out of five."
"Some basic form of feature engineering for classification models. This really quickens the model development process."
"So far, the stability has been rock solid."
"We have a local representative who specializes in SPSS. He will help us do the PoC."
"IBM was chosen because of usability. It's point and click, whereas the other out-of-the box-solution, or open-source solutions, require full-on programming and a much higher skill level."
"It’s definitely scalable, it’s all on the same platform, it’s well integrated. I think the integration is important in terms of scalablility because essentially, having the entire suite helps a lot to scale it"
"It scales. I have not run into any challenges where it will not perform."
"The supervised models are valuable. It is also very organized and easy to use."
"Very good data aggregation."
"The predictive analysis feature needs improvement."
"Requires more development."
"We have run into a few problems doing some entity matching/analytics."
"The forecasting could be a bit easier."
"Regarding visual modeling, it is not the biggest strength of the product, although from what I hear in the latest release it's going to be a lot stronger. That, to me, has always been the biggest flaw in using this. It's very difficult to get good visualization."
"We would like to see better visualizations and easier integration with Cognos Analytics for reporting."
"Neural networks are quite simple, and now neural networks are evolving to these architecture related to deep learning, etc. They didn't incorporate this in IBM SPSS Modeler."
"It's not as user friendly as it could be."
"The product does not have a search function for tags."
Earn 20 points
Domino Data Science Platform is ranked 17th in Data Science Platforms while IBM SPSS Modeler is ranked 11th in Data Science Platforms with 6 reviews. Domino Data Science Platform is rated 7.0, while IBM SPSS Modeler is rated 8.0. On the other hand, the top reviewer of IBM SPSS Modeler writes "Useful visual programming, minimal configuration required, and overall powerful". Domino Data Science Platform is most compared with Databricks, Amazon SageMaker, Microsoft Azure Machine Learning Studio, Dataiku Data Science Studio and Alteryx, whereas IBM SPSS Modeler is most compared with KNIME, Microsoft Power BI, RapidMiner, IBM SPSS Statistics and Alteryx.
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