This is a systematic and well-illustrated introduction to linux.
For Matlab, you can look at tutorials and demos offered by Mathworks itself. This site also contains links to Matlab tutorials at some universities. You may want to start with the Getting Started section. The short introduction to Matlab for psychologists from the University of Nottingham is also useful.
Look here for more information on software.