Also ive read in the datasheet of lm741 that ±12v and 0v,24V is not the same. It has to be ±12v but i dont really understand why?
The 741 will not know or care whether it is operating from 0V/24V, -12V/+12V, -24V/0V, or even -400V/-376V. If you maintain (say) a total of 24V difference between the supply rails and keep all the pins within other values relative to these you'll be fine.
HOWEVER quite often you will require a reference voltage. This is commonly mid-way between the supply voltages. This is where the subtle difference lies between a 24V supply and a +/-12V supply. The former has two connections, the latter three. The +/-12V supply also gives access to the common (or 0V or ground) rail which is mid-way between -12V and +12V.
There is no particular problem creating such a reference if you don't have one, but it is more work and is unlikely to be a system ground or reference level for signals so other aspects of your life can get difficult.
I'm sure the link you've been given will describe this in more detail.