Deal is an opportunity / project / proposal / bid / order that you are trying to win.
A Deal usually goes through different stages like Discussion, Proposal, Negotiation etc.
Deal Pipeline shows you open deals (deal that are not won / lost yet) by stages.
As your Deal progresses, just drag it to the new stage.
You can analyze your sales performance, by seeing Deal reports