Mathematica has several built-in commands to help with linear algebra. First we need to know how to input a matrix. This is done by describing the matrix as a list of lists.
You can view the matrix in a rectangular array as follows.
Row vectors and column vectors can be entered as appropriate matrices.
Another way to describe a column vector is as the transpose of a row vector. This might be easier to input.
Mathematica understands that v2 and v3 are the same.
Mathematica understands multiplication of a matrix by a vector using the following syntax.
Scalar multiplication can also be easily accomplished using the * or a blank space. But be careful using the space because you can't always easily tell that its there. So 3 c and 3c are interpreted differently in Mathematica -- the latter being the name of a new variable.
For a few examples, here are some of the Test 1 problems worked out in Mathematica.