How many clusters are there in the galaxy dataset? (10 hours of teaching)

The goal was to replicate the results of the following article: Grün, B., Malsiner-Walli, G. & Frühwirth-Schnatter, S. How many data clusters are in the Galaxy data set?. Adv Data Anal Classif 16, 325–349 (2022).