Complete presentation by Avinash Kaushik at Google Conversion University.

Complete Google Conversion University presentation by Alex Ortiz.
http://www.google.com/analytics/conversionuniversity.html

Complete Google Conversion University presentation by Stephanie Hsu.
http://www.google.com/support/conversionuniversity/

Tom Leung describes how to implement a variety of testing scenarios using Website Optimizer.
http://www.google.com/support/conversionuniversity/

An interview with Adam Gross, VP of Developer Relations, about how http://developer.salesforce.com uses Custom Search Business Edition
http://www.google.com/enterprise/csbe

Brett Crosby introduces the first Google Conversion University event and provides perspective on the evolution and direction of Google Analytics.
http://analytics.google.com

If you have a non-ecommerce site, you may be missing important insights by focusing exclusively on averages. Avinash illustrates specific metrics you can use to go beyond averages to get a true picture of what is happening on your site.
http://www.google.com/support/conversionuniversity/

Avinash Kaushik describes how companies large and small can get the most value from web analytics.
http://analytics.google.com