I found an easy solution here.
Do the following:
Navigate to the apache folder
cd /var/www/html
Ensure ownership of the folder (assuming signed in with ec2-user)
sudo chown ec2-user .
Download phpMyAdmin
wget https://files.phpmyadmin.net/phpMyAdmin/4.5.0.2/phpMyAdmin-4.5.0.2-all-languages.tar.bz2
Unzip
tar -jxf phpMyAdmin-4.5.0.2-all-languages.tar.bz2 -C /var/www/html
Rename the folder
mv phpMyAdmin-4.5.0.2-all-languages phpmyadmin
Remove the zip file
rm -rf phpMyAdmin-4.5.0.2-all-languages.tar.bz2
That's the basics. You can find more info in the link provided above.
http://superuser.com/questions/291230/how-to-install-phpmyadmin-on-linux-ec2-instance
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