As others mentioned before LWP and WWW::Mechanize are your friends.

HTML::TableExtract is for extracting the content contained in tables within an HTML document, either as text or encoded element trees.

Perl & LWP by Sean M. Burke is an online book covering the basics.

Hope this helps,
Thomas