Hedge funds are investment vehicles that pool capital from accredited investors or institutional clients to employ diverse and complex strategies, including leverage, long, short, and derivative positions, to generate high returns. They are less regulated than mutual funds, allowing for more flexibility but also higher risk and fees, making them suitable primarily for sophisticated investors.