Is it Windows 10 Pro or ..?
With Windows 10 Pro you can disable Windows updates by editing group policy (run gpedit.msc with elevated permissions), look for Computer Configuration / Administrative Templates / Windows Components / Windows Update and set "Configure Automatic Updates" to Disabled.
Not sure how to do that on Windows 10 Home or other versions - the above probably corresponds to registry setting(s) but am not sure which one.