First steps are to set up an Ubuntu shell to run automation software which configures your server for Data Engineering development.
You can follow this screencast on how to set up a free tier Ubuntu 18.04 shell through AWS EC2 and also run the automation software.
https://www.loom.com/share/8f88ef2d6c60443aa40e334cd6c143f5
If you don't wish to follow the video, you can follow the instructions found in get_started to run automation scripts for all the tools needed in this repository.