update tutorial notebook 1

# list of changes

* update the introduction section with a brief description of amortized posterior estimation

* update various parts of the notebook with more explanation (to make it more beginner-friendly)

* edit `simulator_fun` to `likelihood_fun` which is the function name used in the code block.

* fix typos

Author: rusty-electron