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Flash and Math has a great collection of tutorials on AS3. They cover basic to advanced topics so that Flash developers of any level can find something they can read and learn from. Many of the tutorials include the source files for download.
Flash Perfection is a website with a large collection of Flash tutorials, tips, and tricks from various websites. Flash Perfection has 23 categories to help you find information more quickly.
metah.ch has some awesome video tutorials on Flash, ActionScript, Flex, and AIR. Files associated with the tutorials can be downloaded and used in your own projects.
Flashmagazine is an online magazine dedicated to Flash news, reviews, information, and resources. The Tutorials section has some excellent tutorials for Flash developers.