DataRobot Review after 1 year of rigorous use
March 25, 2022
DataRobot Review after 1 year of rigorous use
Score 8 out of 10
Vetted Review
Verified User
Overall Satisfaction with DataRobot
DataRobot is used for training several models, evaluating the trained models, deploying them in production, and tracking the result on day to day basis. DataRobot has excellent MLOps support. We are utilizing DataRobot for demand prediction (time-aware models). In another project, we utilized the predictor and optimizer applications for demo purposes.
- It can do feature engineering very well.
- It can explain the model and model predictions very well.
- The deployment and model management is very easy.
- It tries exhaustive list of models before finalizing one.
- It does not provide enough opportunity to modify the pipeline.
- Once the control is given to datarobot, there is little that a data scientist can do.
- DataRobot can generate explanation for why a model was
- Model retraining automation is not very flexible in Datarobot
- Increased the productivity by 4 times.
Earlier lead time - 4-8 weeks Datarobot implementation time - 1 week
DataBricks
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?
Yes
Did implementation of DataRobot go as expected?
Yes
Would you buy DataRobot again?
Yes