Overview of Azure is here: http://msdn.microsoft.com/en-us/library/windowsazure/dd163896.

I recommend that you start from Mark Russinovich's overviews: http://technet.microsoft.com/en-us/sysinternals/bb963887.aspx

edit: added link to Mark's videos