math requirements and advice for starting research in machine learning [D]

Hi all, I'm trying to get a research internship at a small research lab. I'm currently doing my undergrad in data science. This is the research guideline document: ----------------------------------------------------------------- 1. [Research direction 1] AI that adapts to a domain Topics: continual learning, memory, test time adaptation, active learning, sample efficiency, efficient training or inference, personalization, curiosity, exploration, agency, autonomy, OOD generalization, curr