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Arize AI Review

3

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Very good

Revainrating 4.5 out of 5  
Rating 
4.3
Artificial Intelligence, AI and Machine Learning Operationalization

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Description of Arize AI

Arize’s platform can test data distribution changes across millions of prediction facets, pinpointing specific problems so teams can triage why models are drifting from their intended purpose.

Reviews

Global ratings 3
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Type of review

Revainrating 5 out of 5

Great tool, especially helps productivity and efficiency

I like that it is easy to use in terms for my customers' needs with no coding needed - just drag-and drop features into our dashboard! It's very user friendly but not too simple either (more advanced users will need some help). A lot more information could be added about what each feature does as well as examples/tutorial videos if they offer them at all? Would love an option where you don't have access or permission when creating new datasets etc., this would make management much easier…

Pros
  • Easy
  • User Friendly
  • No code required, can easily add your own data sources via Google Sheets interface.
  • Very fast processing speed compared wth previous tools such Excel spreadsheet analysis
Cons
  • Some little things

Revainrating 4 out of 5

Good analytical tool if you focus more on accuracy than on other metrics

The best about this tool is that it helps to know what you have done wrong in order to improve your model performance by analyzing historical patterns found during training time. It also provides guidance if something needs improvement or not with its different charts for visualization purposes such as confusion matrix, precision-recall curves etc. I don't like how easy it would be to make mistakes while using them because they lack transparency when an issue occurs which could lead us into bad

Pros
  • It also provides guidance if something needs improvement or not with its different charts for visualization purposes such as confusion matrix, precision recall curves etc
Cons
  • I don't like how easy it would be to make mistakes while using them because they lack transparency

Revainrating 4 out of 5

Great tool and easy learning curve: Arize AI

The ease in which we were able to set up our model with all its necessary parameters for each job was excellent! We have been using this product since 2016 but it has only recently become available as an API service that allows us to build custom integrations into other applications or systems without having to code ourselves. I would like there be more documentation about how certain features work within different environments (e.g., is it better not use batch mode when working through AWS?)…

Pros
  • Ease & speed.
  • Ability access data from various sources including Kafka