What you need to know about batch sizes for your neural network

How many balls in a basket? — the best, tangentially related image I found.

The number of examples to train a neural network is an essential way to influence the training process.

In machine learning jargon, we call this the “batch size.” A batch is nothing else than a group of examples packed together in an array-like structure.