Data Summary

Get Data Summary:

project.data_observations('Training') # Can pass any Tag for getting Summary

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Initiate new Data Diagnostics

You can retrieve the data warning specifically by 'tag'. Just pass the 'Tag' below.

project.data_warnings('Training')

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Compute selection

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Default data drift report generated after uploading train and test data

project.data_drift_diagnosis()

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Seeing Data Drift report between Tags

project.data_drift_diagnosis(['Training'],['Testing'])

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Data alerts

The Data Warning section highlights any inconsistencies detected in the uploaded analytical data. These warnings encompass various issues, including missing data, high feature correlation, high cardinality, and more.

You can also retrieve the data warning specifically by 'tag'. Just pass the 'Tag' below.

# data diagnosis
project.data_warnings('Training')