Probably because those binaries are not located in locations that exist in your PATH environment variable.
In that case, you must type the full location of the binary in order to use it, like "/usr/bin/mysql" or "/usr/bin/mysqladmin" if those were located in "/usr/bin" (I don't know, just using that as an example).