Exercise

Exploring neural network layer output

In this exercise, we will have a look at the data that is being generated in a specific layer of a neural network. In particular, this data corresponds to the third layer, composed of 128 neurons, of a neural network trained with the balanced credit card fraud dataset generated before. The goal of the exercise is to perform an exploratory data analysis.

The layer_128_train data is loaded.

Instructions

100 XP

Observe the dimensions of layer_128_train.
Show the first six records from the last ten columns.
Generate a summary of all columns.