It's as simple as <kbd>Alt</kbd> + <kbd>.</kbd>


    $ mkdir lasdfjalsdkjf
    $ cd 

<kbd>Alt</kbd> + <kbd>.</kbd>

    $ cd lasdfjalsdkjf