Data Preprocessing (Part 1)

The TF framework provides us with the tf.data API to construct TF datasets. This API allows us to preprocess TF datasets using various transformations, such as the shuffle, repeat, batch, and unbatch transformations. Let’s explore the use of these transformations.

The shuffle transformation

The shuffle transformation randomly mixes the elements of tf.data.Dataset. The following code applies this transformation to a given dataset.