In the new QuickBooks Online (QBO) interface, you can convert the estimate into an invoice by going to All Apps > Customer Hub > Estimates. Click the drop-down button on the right side of the estimate and choose Convert to invoice.
You can also mark it as accepted to make the Convert to invoice option appear.