Yeah, i have a large dataset and I'm looking for ways to work on the classifier, with or without putting labels on the data. And the classes than I'm interested

Yeah, i have a large dataset and I'm looking for ways to work on the classifier, with or without putting labels on the data. And the classes than I'm interested in form a tree. Thanks! Yeah i think there's no way to scape the manual labelling