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1. Enable SSH access to your account.
2. Fire up terminal and SSH into your web server. cd into your web root.
3. Run the following commands:

wget http://wordpress.org/latest.tar.gz		// Downloads the compressed core files straight to your web root.
tar xfz latest.tar.gz						// Expands the contents of the file into newly created /wordpress/ directory
mv wordpress/* ./							// Move the contents of /wordpress/ onto the web root
rmdir ./wordpress/						// Remove the /wordpress/ directory
rm -f latest.tar.gz							// Remove the compressed file



tar -zcvf <new_tar_filename>.tgz <filename/directory>    // zip folder