I grew up in a small dusty town in the middle of an African desert. I taught myself everything I know from the web, IRC and forums. I was top of numerous IS and CS classes at university. In my professional career, I've learned the most from colleagues who happened to be overseas. I almost never do video calls.
I make sure to spend a lot of time mentoring via screen share and encourage recordings (many times this is way more useful than an in-person session where the details are forgotten).
High quality learning relationships can be entirely remote and text/screen-share based.