Concept:
Nucleosides and nucleotides are the building blocks of nucleic acids.
A nucleoside consists of:
\[
\boxed{\text{Nitrogenous base}+\text{Pentose sugar}}
\]
A nucleotide consists of:
\[
\boxed{\text{Nitrogenous base}+\text{Pentose sugar}+\text{Phosphate group}}
\]
Thus, a nucleotide is simply a nucleoside attached to one or more phosphate groups.
Step 1: Understand the composition of a nucleoside.
A nucleoside contains
\[
\boxed{
\begin{aligned}
&\text{Nitrogenous base}\\
+&\text{Pentose sugar}
\end{aligned}
}
\]
The base and sugar are joined by an
\[
\boxed{\beta\text{-N-glycosidic bond}.}
\]
Step 2: Understand the composition of a nucleotide.
A nucleotide contains
\[
\boxed{
\begin{aligned}
&\text{Nitrogenous base}\\
+&\text{Pentose sugar}\\
+&\text{Phosphate group}
\end{aligned}
}
\]
The phosphate group is attached to the sugar by a phosphoester bond.
Step 3: Identify the missing component.
The only difference between a nucleoside and a nucleotide is the presence of a phosphate group.
Hence,
\[
\boxed{\text{Nucleoside = Nucleotide }-\text{ Phosphate group}.}
\]
Therefore,
\[
\boxed{\textbf{Option (C)}}
\]
is the correct answer.