Regarding End to end encryption facility

Firstly thanks for adding such great facility 2 whatsApp.
But I have queries regarding it?? For any type secure encryption we requires private key,right? that means each whatsApp account have assigned 1 unique key by u,Means u have acess to my key ,right ? then what is use of encryption facility??