Tensorflow Data Validation - Data Analysis At Scale

#dataanalysis #tensorflow #machinelearning

You can open the notebook in colab link mentioned in the notebook and plat around with it

Tensorflow Data Validation is part of Tensorflow Extended package.

TensorFlow Data Validation (TFDV) helps understand, validate, and monitor their ML data at scale 

TFDV identifies anomalies in training and serving data, and can automatically create a schema by examining the data 

TFDV provides tools for visualizing the distribution of feature values

[anushuabanerjee]

Sir, how can we apply the concept of data validation in signal processing, i.e speech recognition