Yes, you can change your selected course at any time!
You can do so by clicking Catalog on the navigation bar and then Select a course to gradually expand your knowledge.
Open the course you're interested in and click Select this course.
You can also go back to the course you have already started. To do this, go to Courses in progress on the My Learning page and select the one you are interested in.