I tell everyone that to begin trading, you need a basic understanding of accounting, finance, and fundamental analysis.

For accounting & finance I recommend the book: "Financial Intelligence: A Manager's Guide to Knowing the Numbers." For fundamental analysis I recommend the book: "Warren Buffett's 3 Favorite Books."

Investopedia.com is also a good, free source to learn about trading. It has short, interesting video tutorials.