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."The solution is very simple and stable."
"I like the ability to use workspaces with other colleagues because you can work together even without seeing the other team's job."
"Automation with Databricks is very easy when using the API."
"The ease of use and its accessibility are valuable."
"It can send out large data amounts."
"Databricks' most valuable features are the workspace and notebooks. Its integration, interface, and documentation are also good."
"The initial setup is pretty easy."
"The most valuable aspect of the solution is its notebook. It's quite convenient to use, both terms of the research and the development and also the final deployment, I can just declare the spark jobs by the load tables. It's quite convenient."
"The scalability of the solution is good; I'd rate it four out of five."
"The solution could be improved by integrating it with data packets. Right now, the load tables provide a function, like team collaboration. Still, it's unclear as to if there's a function to create different branches and/or more branches. Our team had used data packets before, however, I feel it's difficult to integrate the current with the previous data packets."
"Databricks can improve by making the documentation better."
"The product could be improved by offering an expansion of their visualization capabilities, which currently assists in development in their notebook environment."
"Databricks could improve in some of its functionality."
"Databricks may not be as easy to use as other tools, but if you simplify a tool too much, it won't have the flexibility to go in-depth. Databricks is completely in the programmer's hands. I prefer flexibility rather than simplicity."
"I believe that this product could be improved by becoming more user-friendly."
"The tool should improve its integration with other products."
"A lot of people are required to manage this solution."
"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 20th 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, Dremio and SAS Visual Analytics, whereas Domino Data Science Platform is most compared with Amazon SageMaker, Microsoft Azure Machine Learning Studio, Dataiku, Alteryx and KNIME.
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