Create recentpost.php and save it on the same directory with your current theme
This should be the basic content of your recentpost.php
//-------start here
<?php
/*
Template Name: Recent Post
*/
?>
<?php
get_header();
?>
<h2>Recent Posts</h2>
<ul>
<?php
$args = array( 'numberposts' => '10' );
$recent_posts = wp_get_recent_posts( $args );
foreach( $recent_posts as $recent ){
echo '<li><a href="' . get_permalink($recent["ID"]) . '" title="Look '.$recent["post_title"].'" >' . $recent["post_title"].'</a> </li> ';
}
?>
</ul>
<?php
get_sidebar();
get_footer();
?>
//--------end here
And on your Admin Control page, create new page, and on the right side you can select the template "Recent Post".