If you are unfamiliar with Linux, this course will not make much sense to you. Here are some links to online video tutorials that may help refresh your Linux knowledge and fill in some blanks. These are not specifically better than any others, they only examples to get you started.
I do not recommend trying to do this course without hands-on Linux experience at least in an academic environment. Do not just watch videos. Try the things you are shown.