GPG vs SSH keys
I want to add a key to associate my computer with my account and I am given two options
You will need at least the SSH one, if you want to push back to your repository, using an SSH URL (since the public SSH key will authenticate you).
Start with SSH. See "Connecting to GitHub with SSH".
Later, you can use GPG to sign commits.