$result = mysql_query("SELECT * FROM Students");
 
echo "<table border=\"1\">";
 
while($row = mysql_fetch_array($result))
  {
  print "
    <tr>
         <td>
  " 
  . $row['Student'] .
  "
        </td>
        <td>
  <form name=\"FRMdelete" . $row['Student'] . "\" action=\"deletestudent.php\" method=\"POST\" style=\"margin-bottom:0;\">
  <input name=\"delete\" type=\"submit\" id=\"" . $row['Student'] . "\" value=\"Delete\" OnClick=\"return confirm('Are you sure you want to Delete "  . $row['Student'] . "?')\">
  </form>
         </td>
     </tr>
  ";
  }
echo"</table>";
mysql_close($con);

<?php
$studentremoved = $_POST['delete'];
$sql = "DELETE FROM Students WHERE Student='" . $studentremoved . "'";
$con = mysql_connect("localhost","root","password");
if (!$con)
  {
  die('Could not connect: ' . mysql_error());
  }
mysql_query($sql);
mysql_close($con);
header("Location: ".$_SERVER['HTTP_REFERER']);  
?>

<form ...>
  <input type="hidden" name="student" value="$row['student']" />
  <input type="submit" name="delete" value="Delete" />
</form>

if (!mysql_query($sql)){
  die (mysql_error());
}