Probably best to host a Windows Media Player on your form and set the source. Or you could host a web browser control on the form with the embedded player link code you posted.

All you really need is:
<embed src="http://www.youtube.com/v/F1jQZ2KeKfc" type="application/x-shockwave-flash" wmode="transparent" width="425" height="350"></embed>