Here is the Google Analytic’s videos in order:
Here are some helpful links:
Google Analytics Academy: This is Google’s training course on Analytics
Google Partner: Here is the site where you can get certified as a Google Partner if you are really serious about becoming a Google Analytics master.
Lynda.com: If Google Analytic’s Academy doesn’t do if for you, you can always check out Lynda.com they have great video courses to learn everything you need to know about Google.