I am starting out with SharePoint Online as a newbie, can I benefit from this class?
I would suggest starting with a course that helps you understand the fundamentals of SharePoint and how to use it, like Learning Tree course 1545, Microsoft SharePoint Training.
This course builds on top of the information provided in the SharePoint Online course.