If you know what are vectors and forces, there are ways to start. I myself wrote a book on quantum mechanics where the only requirements are integration, differentiation, vectors. However, it is not in English, and I don't know any English equivalent.

All the good books I could recommend are actually more advanced. You can possibly try the Cohen-Tannoudji but I am afraid it may be a bit too advanced. This is considered as the bible for quantum mechanics.