Hi Nikhil Telkar,
Could you tell what do you see in Disk Management? Is the drive shown as initialized, with drive letter and a file format? I strongly recommend you to try the device with another USB cable and on another PC. You could also try to uninstall your My Passport from Device Manager. Restart the PC and plug the device back in.
Hope this helps