This video contains a tutorial to learn "How to set Windows Local Administrator Password using User Data in AWS rather than using key pair".
Benefits:
1. Avoid maintenance of Key Pair file
2. Can reset or retrieve password easily
User Data Execution Log Location:
C:\ProgramData\Amazon\EC2-Windows\Launch\Log