Suppose we have~\(\vec{u}, \vec{v}, \vec{w}\in\R^n\).
The \emph{dot product\footnote{You will see during your studies that there are multiple types of dot products. This one is usually known as the \emph{standard dot product}.} of~\(\vec{u}\) and~\(\vec{v}\)} is defined as