This is an updated answer for Ubuntu 18.04 LTS where Windows is installed in UEFI mode
Preamble: Getting ready
Download the official Ubuntu ISO file and create a LiveUSB (Installation USB) following the instructions in the official Ubuntu site.
Make sure Secure boot option is turned off in UEFI. And Fast boot is turned off from within Windows.
Boot from ...