I distinguish between them, however: I think of axioms as more primitive. Our author says that Axioms are "statements that cannot be demonstrated in terms of simpler concepts."
We want a set of axioms that is
Euclid's Postulates for Geometry illustrate this. First, define "postulate" as synonymous with "axiom"!
In terms of independence, many people (including Euclid) believed that the fifth postulate (the "parallel postulate") should be derivable from the others, but in the end, it wasn't! It is independent of the others. Certainly the postulates for geometry are "few in number" but still provide an interesting body of results.
We tend to have few axioms and a plethora of definitions. Our author later defines "collection" and "aggregate" by saying that they are synonymous with set.
Our author notes that definitions are "iff" (if and only if): A circle is a set of point in the plane equidistant from a given point. That is,
In propositional logic every statement has a truth value. In fact, that's a definition: A statement is a sentence that is unequivically true or false.
Theorems are conditional: given this, we conclude that.
If this, then that.
If A, then C. A implies C.
For theorems, the only interesting case assumes A is a true statement: If [all of this is true], then [that must be true, also].