The official Jekyll docs recommend the best way to install Jekyll is via RubyGems. I have covered everything here for someone getting started with a Jekyll blog, all the necessary Git commands and steps to deploy to Github Pages. No need to manage containers, servers or databases.
Saying "Don't do this" is a little harsh as knowledge of Docker is really not necessary. Using Docker is more of a personal choice thats suits your workflow.