If you’re using Amazon Linux it’s CentOS-based, which is RedHat-based. RH-based installs use
apt-get. Something like
yum search httpd should show you the available Apache packages – you likely want
yum install httpd24.
Note: Amazon Linux 2 has diverged from CentOS since the writing of this answer, but still uses