To install and load Mathematica packages, first, write the package in the correct format and save it in the packages sub-directory for easy access. Alternatively, adjust the path in Mathematica using directory commands. Use the loading command, either << or "Needs," in your notebook to load the package. After loading, you can call the public functions defined in the package. Properly following these steps ensures successful package integration in Mathematica 7.