The setup script of the tutorial creates several resources, for which you pay:
- dedicated sql pool DW200c, which in westeurope region costs €1.511/hour
- data explorer pool with capacity 2 (not the minimal one)
- Apache spark pools (with at least 3 nodes)
- storage account
If you have tried all the components, then you have paid for them as well.