I wouldn’t say I “learned” it. I can recognize and understand common sense, and can write simple things myself with documentation and examples.
Learning regular expressions is really helpful though. Many of these RewriteCond and RewriteRule statements use regular expressions, so understanding those makes it a lot easier to see what they do.