There are several ways to go about this excellent calling.
http://www.google.com/search?sourcei...niture+college
Many University Colleges of Art and Design have Woodworking and/or Furniture Making majors or concentrations. What is taught is always skills/technique-based first and includes creativity-based education in varying degrees.
Best of luck!