DataRobot provided a swift, powerful, and automatic way to implement large data project in parallel
December 30, 2022
DataRobot provided a swift, powerful, and automatic way to implement large data project in parallel
Score 7 out of 10
Vetted Review
Verified User
Overall Satisfaction with DataRobot
The DataRobot has great cloud computing and multitasking power for feeding large quantity of data. There are time series, categorical, and numerical related target variable for analysis. The whole bucket preprocessing sometimes could help you to save a lot of times. However in the real scenario it would still be better to do most of the preprocessing manually to avoid confusion regarding data type. The post parameter tuning could be more intuitive and would be better to make the replication of model result easier.
- Computing speed
- Running in batches
- Shared projects
- Post parameter tuning
- Model result replication
- Better predicting the Loss Ratio
- Quicker for parameter tuning
The AI platform serves a great repository for all kinds of projects for testing and tuning. The result comparison between different projects are good to follow.
Having a lot of null values for certain households and datarobot could automatically fill it. Having huge feature space that needs high computing power to do the models efficiently.
Do you think DataRobot delivers good value for the price?
Yes
Are you happy with DataRobot's feature set?
Yes
Did DataRobot live up to sales and marketing promises?
I wasn't involved with the selection/purchase process
Did implementation of DataRobot go as expected?
I wasn't involved with the implementation phase
Would you buy DataRobot again?
Yes