For the solos I suggest playing with F minor pentatonic (optionally adding sixth and 
The middle guitar solo (which starts at 2:50) is originally played with octaves, but I 
that the guy with the beard played it with single notes in concert


So here comes the main theme:

E |---------------------------------------------------|
B |----13---13--------13------------------------------|
G |-----------------------15--13--15------------------|
D |---------------------------------------------------|
A |---------------------------------------------------|
E |---------------------------------------------------|


E |---------------------------------------------------|
B |---------------------------------------------------|
G |--------15--15--15---------15--13--12--13-----15---|
D |---15----------------------------------------------|
A |---------------------------------------------------|
E |---------------------------------------------------|

E |---------------------------------------------------|
B |----13---13--------13------------------------------|
G |-----------------------15--13--15------------------|
D |---------------------------------------------------|
A |---------------------------------------------------|
E |---------------------------------------------------|


E |---------------------------------------------------|
B |---------------------------------------------------|
G |--------15--15--15---------13---------------13--15-|
D |---15-----------------------------15---------------|
A |---------------------------------------------------|
E |---------------------------------------------------|

Play that twice and for the second time skip the last two notes.

Have fun!