How to know who have created specific VM (other resource) in Azure?

If you're using a third-party logging solution, then it may integrate out-of-the-box or it's pretty easy to write a Powershell script to export the logs. Here's a list of third-party solutions that integrate https://docs.microsoft.com/en-us/azure/monitoring-and-diagnostics/monitoring-partners