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Below is the process to setup continuous deployment to AWS EC2 instance with source code in github.
Create IAM roles (if not already created)
CodeDeploy Service Role -- This role gives codedeploy access to target instances (EC2 / lambda). It also provides cloudwatch, SNS access for alerts & notification