Dataiku Data Science Studio Pros and Cons
Dataiku Data Science Studio Pros
I like the interface, which is probably my favorite part of the solution. It is really user-friendly for an IT person.View full review »
The most valuable feature is the set of visual data preparation tools.View full review »
Extremely easy to use with its GUI-based functionality and large compatibility with various data sources. Also, maintenance processes are much more automated than ever, with fewer errors.
Cloud-based process run helps in not keeping the systems on while processes are running.View full review »
The most valuable feature of this solution is that it is one tool that can do everything, and you have the ability to very easily push your design to prediction.View full review »
Dataiku Data Science Studio Cons
I find that it is a little slow during use. It takes more time than I would expect for operations to complete.View full review »
In the next release of this solution, I would like to see deep learning better integrated into the tool and not simply an extension or plugin.View full review »
Server up-time needs to be improved. Also, query engines like Spark and Hive need to be more stable.
Although known for Big Data, the processing time to process 1.8 billion records was terribly slow (five days).
There were stability issues: 1) SQL operations, such as partitioning, had bugs and showed wrong results. 2) Due to server downtime, scheduled processes used to fail. 3) Access to project folders was compromised (privacy issue) with wrong people getting access to confidential project folders.View full review »
The ability to have charts right from the explorer would be an improvement.View full review »