Missing keyboard Shortcuts?
The first one is Fn⌫ Delete or ^ ControlD for keyboards without an Fn key

As for moving between words, use the ⌥ Option modifier.  Example, ⌥ Option➞ to move to the word to the right.

There's an excellent list of all the predefined shortcuts on Apple's Support site.