TensorFlow Data Validation (TFDV) can analyze training and serving data to: compute descriptive statistics, infer a schema, detect data anomalies. The core API supports each piece of functionality, with convenience methods that build on top and can be called in the context of notebooks. Computing descriptive data statistics TFDV can compute descriptive statistics that provide a quick overview of t
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