You can not remove Uncategorized Category but you can rename it
1- Login to your WordPress admin dashboard.
2- Under the dashboard menu, hover your mouse on Posts and then click on Categories.
3- On the right side you can see the Uncategorized category option. Hover your mouse on it and a few options will appear. Click on the Quick Edit option.
5- Change the name and slug and then click on the Update Category button.