Being less snarky: It matters very much _what_ you learn. If you spend time being buzzword compliant (and to some extent, you have to), yes, that'll expire soon-ish. If you learn the underlying principles, it'll stay with you for a long time. (I'd say probably your entire career unless you're living on the cutting edge of research)