Tezos Terminology: what is the difference between Private Nodes, Public Nodes and Bakers?

Question

What is the key difference between Private Nodes, Public Nodes and Bakers in terms of Tezos Blockchain Network?

I thought that Public node = Baker, but it looks like not<