看书 - Reading (No need to say "books" it is understood.For example,you can say,"My interest (or hobby) is reading".It's understood that you like to read and not the other two types
念书（诵经) - Read out loud
读书（在心里默默的不发出声音来念书）- Browse or skimming it through