I would like to use the recent bash shell of Windows 10 in shell mode of Emacs (mingw32) for Windows. Could anyone advise how could I do that?
You can use one of the other terminal mode:
ansi-term by typing
M-x term or
When being invoked, these terminals will ask for the path to your shell. Here you just need to put the correct path to the Windows shell.