You can not remove "Uncategorized" Category but you can rename it1.
Login to your WordPress admin dashboard.2.
Under the dashboard menu, hover your mouse on Posts and then click on "Categories
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
Change the name and slug and then click on the "Update Category