To set up a new Laravel project using the official installer or Composer, download and install Composer from getcomposer.org if you haven't already. Then, navigate to your desired project directory and run 'laravel new project-name' or 'composer create-project --prefer-dist laravel/laravel project-name'. This will create a fresh Laravel installation with all necessary dependencies.