jQuery How do you get an image to fade in on load?

All I want to do is fade my logo in on the page loading. I am new today to jQuery and I can't managed to fadeIn on load please help. Sorry if this question has already been answered I have had a look and try to adapt other answers for different question but nothing seems to work and its starting to frustrate me.

Thanks.

Code:

<script type="text/javascript">                                         
$(function () {
.load(function () {
      // set the image hidden by default    
      $('#logo').hide();.fadeIn(3000);
                                }}                     
 </script>                
    <link rel="stylesheet" href="challenge.css"/>  
<title>Acme Widgets</title>         
  </head>     
  <body> 
     <div id="wrapper"> 
     <div id="header">
     <img id="logo" src="logo-smaller.jpg" /> 
     </div>
      <div id="nav">
      navigation
     </div>
      <div id="leftCol">
      left col
     </div>
      <div id="rightCol">
        <div id="header2">
        header 2
        </div>
        <div id="centreCol">
        body text
        </div>
        <div id="rightCol2">
        right col
        </div>
     </div>
     <div id="footer">
     footer
     </div>
     </div>
  </body>
</html>

Solution

I figure out the answer! You need to use the window.onload function as shown below. Thanks to Tec guy and Karim for the help. Note: You still need to use the document ready function too.

window.onload = function() {$('#logo').hide().fadeIn(3000);};
$(function() {$("#div").load(function() {$('#div').hide().fadeIn(750););

It also worked for me when placed right after the image...Thanks