Migrate WHM sites to AWS

I have few PHP/MySql sites hosted on WHM/cPanel reseller hosting account. I am looking to move to AWS. All these sites are very low traffic and low bandwidth. I am hoping to migrate and save some money in hosting fees. Not that I pay too much right now, I just like the idea of pay as much as you use.

Since sysops is not my core strengths, I am looking for a guide as such that will help me transfer these sites over to an EC2 instance, stuff like install mysql, php etc and have DNS point to different hosts for different sites.

Any pointers to achieve this will be helpful.