There are three types of Linux user accounts: administrative, service, and regular accounts. User accounts are identified by a UID and stored in configuration files like /etc/passwd and /etc/shadow. Commands like useradd, passwd, and usermod allow administrators to add, modify, and delete user accounts and configure account properties.