I want a WordPress website; do I signup at wordpress.com?

No. For the workshop we are developing a website with a .org installation.  wordpress.com is like blogger it is a blogging platform that is hosted for you. If you want a full website (with or without a blog) you want a self-hosted wordpress.org installation.  This post will help you learn more about the difference between WordPress .com and .org.