What is the best way to learn about Furniture Design without pursuing the course?

If you don't want to pursue a regular degree in the course in Furniture Design, you can choose an online or distance certificate or Diploma program. 

You can also read books from popular authors to learn about the Design basics and technicalities. 
Apart from this, you can start your Furniture Design