BERT: it is possible to use it for topic modeling? I'm struggling to understand which are the full capabilities of BERT: it is possible to make topic modeling of text, like the one we can achieve with LDA?
No. Most folks use https://radimrehurek.com/gensim/models/ldamodel.html for topic modeling and https://github.com/bmabey/pyLDAvis for visualization.