Elo 1450 is not beginner.
Good case to point out how "beginner" means different things to different people.
I saw a guy go from no games played to 2100 after 2 tournaments... but obviously that doesn't matter because he was a 2100 player to begin with. If the girl got to 2300 legitimately, then it doesn't really matter because even though her rating was 1400 her actual strength was 2300.
And the 10,000 hour thing is so silly. I wish people wouldn't buy into something so obviously facile... and in any case in the context of chess "master" would be something like the GM title, not the FM title.
Just searching around the Web on chess related stuff, and I found this amazing nugget:
"Battsooj Amina of Mongolia went from beginner to master in four months! This is rather unusual as the 14-year-old girl gained an incredible 850 Elo points from 1458 to 2309, from mid-May up to this month."
That's just freakin' unbelievable to me! It's been drilled into my head that you have to put in 10,000 hours of quality time into making Master, along with imbibing and absorbing thousands and thousands of patterns from the openings, middlegame, and endgame to achieve chess mastery.
And this teen-age girl goes "blip!" and makes Master in 4 months! That just blows me away.
Altogether now, "You go girl!"