Although they sound exactly the same, the word altogether and phrase all together are quite different.

all together: at the same time, acting in unison
All together, 50 students visited the display.

altogether: completely, entirely
The recipe was altogether different to my version.

The simple way to remember which is which is to think of all the parts being together – all together.