Of course, the second part of the phrase, "master of none," indicates the trade-off of knowing a little bit about everything: it's difficult, to say the least, to know much about any one thing if you know a little about everything.

Sometimes the phrase is used to praise, and sometimes it's meant to damn. It's all about the context.