The course won't start with basics since this a fairly advanced level course in Linux. If you are interested in the basics, please start off with RHCSA. Software used will be Ubuntu which is identical to Red Hat 7 and is available to download for free.
The course will have hands on demo, theory a...nd background of concepts that are part of this certification.
You can find here the full syllabus of course: Linux Advance