Some of the normals have been flipped when in tried converting my model to low poly I have used decimate option for converting my model to low-poly after doing that some of the normals have been flipped. I haven't understood that why is it happen. can anyone suggest me solution.

Thanks in advance.
You can easily flip all your faces into one direction by clicking Ctrl + N 
This should solve your problem.