More explanation for Jupyterhub

[arun-gupta]

Purpose of Jupyter book is not clear. Specifically, https://github.com/aws-samples/machine-learning-using-k8s/blob/master/jupyterhub.md needs to add an introduction on why this is needed.

This is particularly useful for users coming in new to ML from the k8s.