If you're doing nothing but linear algebra, matlab is probably fast enough. Its linear algebra routines are actually written in fortran, so they' e not that slow (though there is some overhead ...
To give you experience solving larger, more difficult problems involving multiple concepts, there will be three computer-based projects assigned during the semester. Suggested software is Matlab, ...