A vector $\ww$ is an arrow in space, having both a magnitude and a direction. Examples of vectors include the displacement from one point to another and your velocity when moving along some path.

The magnitude of $\ww$ is denoted by $|\ww|$, also written $||\ww||$ or even just as $w$, without an arrow on top. The magnitude of $\ww$ is often casually called the “length” of $\ww$, but that is only correct if $\ww$ has dimensions of length. The displacement between two points does indeed have a length, but to talk about your speed as being the “length” of your velocity vector is confusing at best.

A unit vector is a vector whose magnitude is $1$. Given any vector $\ww$, we get a unit vector that points in the same direction as $\ww$ by dividing $\ww$ by its magnitude $|\ww|$, that is, $\ww\over|\ww|$ is a unit vector.

Note that unit vectors are dimensionless!

If you divide your velocity by your speed, both measured in miles per hour, the magnitude of the result is just plain $1$, not “$1$ mph”. What information is left? The direction you are going. We therefore define the direction of a vector $\ww$ to be the unit vector in the same direction, which is just $\ww\over|\ww|$.

As is customary in many branches of science, we will denote unit vectors with a hat, rather than an arrow. We therefore write the unit vectors in the $x$, $y$, and $z$ directions as $\ii$, $\jj$, and $\kk$, respectively. There are other common notations for these vectors. For instance, you may see $\ii$ written instead as any of $\iv$, $\aa_x$, $\ee_x$, or $\xhat$. You may also see the notation $w$ and $\Hat{w}$ for the magnitude and direction, respectively, of a given vector $\ww$, so that $w=|\ww|$ and $\Hat{w}={\ww\over |\ww|}$.

Any vector $\ww$ in three dimensions can of course be expressed in terms of its components in the $x$, $y$, and $z$ directions. For instance, we might have $\ww = 2\,\ii + 3\,\jj + 4\,\kk$. But it is important to think of vectors as arrows in space, rather than as a list of three components. While these points of view are equivalent, the former is more geometric. One of the goals of this book is to develop this geometric intuition so that it can be used in applications. It is in part for this reason that, unlike many texts, we always include the basis vectors $\{\ii,\jj,\kk\}$ when referring to the (Cartesian) components of a vector; we never write simply “$\ww=\langle 2,3,4 \rangle$”. Thus, for an arbitrary vector $\ww$ with unknown (Cartesian) components, we write \begin{equation} \ww = w_x\,\ii + w_y\,\jj + w_z\,\kk \end{equation} Note the use of subscripts to denote the components; these subscripts do not denote partial differentiation, and in fact for this reason we never use subscripts to denote derivatives.