We performed a comparison between Databricks and TIBCO Data Science based on real PeerSpot user reviews.
Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms."I like cloud scalability and data access for any type of user."
"Specifically for data science and data analytics purposes, it can handle large amounts of data in less time. I can compare it with Teradata. If a job takes five hours with Teradata databases, Databricks can complete it in around three to three and a half hours."
"Easy to use and requires minimal coding and customizations."
"Can cut across the entire ecosystem of open source technology to give an extra level of getting the transformatory process of the data."
"Databricks has improved my organization by allowing us to transform data from sources to a different format and feed that to the analytics, business intelligence, and reporting teams. This tool makes it easy to do those kinds of things."
"Ability to work collaboratively without having to worry about the infrastructure."
"Imageflow is a visual tool that helps make it easier for business people to understand complex workflows."
"The most valuable feature is the ability to use SQL directly with Databricks."
"The idea that you don't have to generate reports each day but they are sent automatically is great."
"The most valuable feature is the performance."
"The most valuable feature is the ease of setting up visualizations."
"We like the way we can drill down into each report to get back data on each project. From the portfolio level, I can see what is happening on it. That is a really important feature. I can look at indirect costs, for example, which are hitting each CIO portfolio. It's good to be able to see actual resources in terms of time as well as cost."
"Would be helpful to have additional licensing options."
"Pricing is one of the things that could be improved."
"There is room for improvement in visualization."
"There should be better integration with other platforms."
"Doesn't provide a lot of credits or trial options."
"The product cannot be integrated with a popular coding IDE."
"A lot of people are required to manage this solution."
"In the next release, I would like to see more optimization features."
"In terms of performance, I can see there are some issues when you are working with big data. When we are taking it from the Data Lake, we have a lot of issues."
"I would like the visualization for the map of countries to be more easily configurable."
"The scripting for customization could be improved."
"Additional templates would help to get things moving more quickly in terms of getting the reports out."
Earn 20 points
Databricks is ranked 1st in Data Science Platforms with 78 reviews while TIBCO Data Science is ranked 25th in Data Science Platforms. Databricks is rated 8.2, while TIBCO Data Science is rated 7.6. 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 TIBCO Data Science writes "A straightforward initial setup and good reporting but needs better documentation". Databricks is most compared with Amazon SageMaker, Informatica PowerCenter, Dataiku Data Science Studio, Microsoft Azure Machine Learning Studio and Dremio, whereas TIBCO Data Science is most compared with TIBCO Statistica, MathWorks Matlab, Amazon SageMaker and Dataiku Data Science Studio.
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