You might remember the hand radical with this easy mnemonic:
This radical means and looks like a hand. Well, at least a cartoon hand. Tilt your head to the side. You'll see a thumb on the bottom and three fingers on top.
Using mnemonics to remember Chinese radicals like hand has a huge impact on how long to learn Mandarin it takes.