You need to install Marketplace Basic extension on your Magento store. On successful installation of the extension you will find a link I am vendor.
Vendor just need to click on I am vendor link and he will be redirected to vendor login page and from their you can click on create vendor link. Vendor can register himself but he needs admin approval to open his dashboard if vendor approval required setting is enable from admin.