Simply put:
Ammonia - Chemical produced from the waste of fish crap and biodegraded food. Very toxic.
Nitrites - Chemical produced by beneficial bacteria converting ammonia to nitrites. Less toxic than Ammonia.
Nitrates - Chemical produced by beneficial bacteria converting nitrites to nitrates. Less toxic than nitrites.
You should read some of the pinned topics about 'cycling'.