It cant be extracted at home ... but i know the procedure for it... first the almonds are roasted, at medium heat... then they are put in a hand machine and presurized with the heavy iron weight .....and almond oil gets extractd.... i use extracted almond oil since last 10 yrs... but i take almonds to the extractor and he use this method to take out oil.