A topic that's often very confusing for beginners when using neural networks is data normalization and encoding. Because neural networks work internally with numeric data, binary data (such as sex, ...

For example, when using the Keras library, you can encode a binary dependent variable using zero-one encoding in conjunction with logistic sigmoid activation, or you can use one-hot encoding in ...