The section numbers refer to T. Sauer, Numerical Analysis. Pearson, Addison Wesley, 2006. ISBN 0-321-26898-9.
The exercises are theory tasks or computer based. In the latter case you can do them by using MATLAB. If possible, take your laptop with you to the exercise session.