Unfortunately, there is no way to restore resources on your own once the corresponding resource group is deleted. Your only option is to open a support ticket with Microsoft - but even then there are no guarantees.
More at https://learn.microsoft.com/en-us/answers/questions/266672/restoring-azure-resource-group
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hth
Marcin