1/8 Lab Introduction: Advanced Visualizations with TensorFlow Data Validation

This lab demonstrates how TensorFlow Data Validation can be used to investigate and visualize a dataset.

You’ll begin with:

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  • steps to install TensorFlow Data Validation,

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  • then continue on to compute and visualize statistics,

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  • infer a schema,

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  • check evaluation data for errors,

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  • check for and fix evaluation anomalies,

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  • check for drift and skew,

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and finally, freeze a schema.