One hot encoding in TensorFlow (tf.one_hot)

This article discusses about one of the commonly used data pre-processing techniques in Feature Engineering that is One Hot Encoding and its use in TensorFlow.

One-Hot Encoding is a frequently used term when dealing with Machine Learning models particularly during the data pre-processing stage. It is one of the approaches used to prepare categorical data.

Table of contents:

Categorical VariablesOne-Hot EncodingImplementing One-Hot encoding in TensorFlow models (tf.one_hot)Categorical Variab...