No previous experience is needed, in fact many of my previous students have never done anything with their hands and have made some wonderful violins!
However, skills can be acquired and thats why I have always encouraged students to do a practice back out of less expensive wood first. Not necessarily the entire back but just sections to get a feel for using the tools. Many have thanked me for this, even those with lots of woodworking experience.