The following presentations by Sarah Blake will walk you through some of the key features of Google Analytics including reports /metrics that you really need to focus upon while analyzing data.
You’ll also learn about advanced but important concepts like profiles, filters and segments in Google Analytics that can help you analyze your website stats more effectively.