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."There are good features for turning off clusters."
"The solution is an impressive tool for data migration and integration."
"The most valuable feature is the ability to use SQL directly with Databricks."
"The ability to stream data and the windowing feature are valuable."
"The most valuable feature of Databricks is the integration with Microsoft Azure."
"What I like about Databricks is that it's one of the most popular platforms that give access to folks who are trying not just to do exploratory work on the data but also go ahead and build advanced modeling and machine learning on top of that."
"Ability to work collaboratively without having to worry about the infrastructure."
"The solution is built from Spark and has integration with MLflow, which is important for our use case."
"The scalability of the solution is good; I'd rate it four out of five."
"I would like to see the integration between Databricks and MLflow improved. It is quite hard to train multiple models in parallel in the distributed fashions. You hit rate limits on the clients very fast."
"A lot of people are required to manage this solution."
"We'd like a more visual dashboard for analysis It needs better UI."
"I would like to see more documentation in terms of how an end-user could use it, and users like me can easily try it and implement use cases."
"Implementation of Databricks is still very code heavy."
"I believe that this product could be improved by becoming more user-friendly."
"I have seen better user interfaces, so that is something that can be improved."
"I have had some issues with some of the Spark clusters running on Databricks, where the Spark runtime and clusters go up and down, which is an area for improvement."
"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 19th 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 Oracle Analytics Cloud, whereas Domino Data Science Platform is most compared with Amazon SageMaker, Microsoft Azure Machine Learning Studio, Dataiku Data Science Studio, Alteryx and KNIME.
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