Vakil's note on algebraic geometry has a lot of emphasis on, of course, the duality between geometry and algebra.
The Dictionary
For every ring A, we can define the spectrum of A, which is but the prime ideals of the ring. So, any prime ideal in the ring corresponds to a point in the affine scheme. Any element x in A can be written as a function in Spec A. The radical ideals of A are the closed subsets of Spec A. The maximal ideals of A are the closed points of Spec A. An affine scheme is a ringed space that is isomorphic to (Spec A, \Theta_{Spec A}), which we have written for a ring A where \Theta_{Spec A} is the Zariski topology defined on the set. Read a similar post.
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A radical of an ideal I \subset A is defined as a set
\rm{rad}(I) = \{ r \in A | r^n \in I\ \forall n \in Z^+\}
and a nilradical would be a radical of a zero ideal
\rm{nilrad}(I) = \{ r \in A | r^n=0 \in I\ \forall n \in Z^+\}