Deleting blocks from your template is very easy and can be done from two entries.

You can right click on the block you wish to delete inside the template, this will reveal the contextual block options and at the bottom you will see the ‘delete’ option. Clicking this will remove the block from the template.

The exact same can also be done from the layers panel.