Yes, you can install the open-source WordPress.org software on a web hosting provider to make a website that you 100% own. This gives you complete control over how you run your site.
This is not the case with other solutions like WordPress.com. With WordPress.com, your site can be removed at any time if it violates their terms of service. There’s also limited customization and monetization options.