How do I reconfigure the Two-Factor Authentication (2FA) with the secret key?

In some cases you might need to reconfigure the 2FA security. This occurs when you for example lost you phone. You can reconfigure the 2FA by downloading either Authy or Google Authenticator and entering the secret key which was provided when you activated 2FA initially.