If you have FTP or CPanel access you can modify these files (.htaccess File, Functions.php File, php.ini, wp-config.php) or simply use the 'Plugin Method'. Not everyone is a fan of writing code or accessing root files using SSH or FTP. For that situation, the plugin comes in handy and luckily there is a WordPress plugin available for increasing WordPress upload size.
Here are some plugins