You will find e-books mixed in with the print books in the library catalog. The e-book icon indicates that you are looking at an e-book. If you'd like to search for only e-books, select "Electronic" from the list of formats.
Once you've found an e-book, click on the link labeled "Click here to access online." This will take you to a website where you can download the book.