A mutual fund is a company or collective that pools money from investors and invests that money in stocks, bonds and/or other securities or assets. Those securities or assests combined make up the mutual fund's "portfolio," and investors own shares proportionate to the amount of their investment.
Mutual funds are professionally managed and offer diversification because your investment can be spread around many companies or industries. There are annual fees and other expenses.