To Add An Event To A Category
Go to Events on your dashboard and select the event you'd like to edit.
On the right side you can go to the Categories section
There you can select an existing category or create a new one.
To Filter the Events By Category
Add A new Event Block to any page.
Click the pencil on the block to edit the block settings
Add a default category
Click Save