Add more content to the BG/NBD Notebook (#571)

* add more info to the notebook

* hide plots code

* fix plot y labels

* fix plot outputs and remove model build

* improve final note probability plots

* address comments

* use quickstart dataset

* feedback part 3

* remowe warnings manually

* feedback part 4