Koichi details a nice tip that will add 1000+ Japanese vocabulary to your reading/writing/speaking/listening arsenal in a matter of weeks. How is this possible? You actually already know these words. Kinda. They are loan words.
Go to Wikipedia here to start learning!
You can do it in reverse as a Japanese speaker learning French here.