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1325 Review
40 Karma

Review on Arize AI by Chef Deane

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?). Also, sometimes you might need help figuring out what parameter values should go where if they aren't described well enough in your manual setup process - just ask someone who knows these things inside-out because otherwise you'll waste time trying something until getting frustrated at being stuck somewhere along the way. Using Apache Spark MLlib/ML Pipelines together allowed me to quickly create multiple pipelines by reusing existing libraries instead of writing them myself every single time.

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

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