We performed a comparison between Databricks and Domino Data Science Platform based on real PeerSpot user reviews.
Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms."Databricks has helped us have a good presence in data."
"The integration with Python and the notebooks really helps."
"The initial setup is pretty easy."
"Databricks covers end-to-end data analytics workflow in one platform, this is the best feature of the solution."
"The solution is very simple and stable."
"I haven't heard about any major stability issues. At this time I feel like it's stable."
"We can scale the product."
"The main features of the solution are efficiency."
"The scalability of the solution is good; I'd rate it four out of five."
"There could be more support for automated machine learning in the database. I would like to see more ways to do analysis so that the reporting is more understandable."
"CI/CD needs additional leverage and support."
"I'm not the guy that I'm working with Databricks on a daily basis. I'm on the management team. However, my team tells me there are limitations with streaming events. The connectors work with a small set of platforms. For example, we can work with Kafka, but if we want to move to an event-driven solution from AWS, we cannot do it. We cannot connect to all the streaming analytics platforms, so we are limited in choosing the best one."
"Implementation of Databricks is still very code heavy."
"The stability of the clusters or the instances of Databricks would be better if it was a much more stable environment. We've had issues with crashes."
"The integration features could be more interesting, more involved."
"Can be improved by including drag-and-drop features."
"Databricks would benefit from enhanced metrics and tighter integration with Azure's diagnostics."
"The predictive analysis feature needs improvement."
Earn 20 points
Databricks is ranked 1st in Data Science Platforms with 78 reviews while Domino Data Science Platform is ranked 18th in Data Science Platforms. Databricks is rated 8.2, while Domino Data Science Platform is rated 7.0. The top reviewer of Databricks writes "A nice interface with good features for turning off clusters to save on computing". On the other hand, the top reviewer of Domino Data Science Platform writes "Good scalability and stability but the predictive analysis feature needs improvement". Databricks is most compared with Amazon SageMaker, Informatica PowerCenter, Dataiku Data Science Studio, Microsoft Azure Machine Learning Studio and Apache Flink, whereas Domino Data Science Platform is most compared with Amazon SageMaker, Microsoft Azure Machine Learning Studio, Dataiku Data Science Studio, Alteryx and Anaconda.
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