For hadoop, there is an awesome talk on Hadoop's ecosystem on AWS and EMR by the AWS team :
http://www.youtube.com/watch?v=hrRUAvKVfxw
Then there are a series of videos tutorial they have on EMR training:
- http://www.youtube.com/watch?v=RlKndm22bXw
- http://www.youtube.com/watch?v=y8YM2rAsAhY
- http://www.youtube.com/watch?v=cAZur5maWZE
- http://www.youtube.com/watch?v=yN0TPbj23dY
- http://www.youtube.com/watch?v=5lA93QzUny8
- http://www.youtube.com/watch?v=ZSu8N2PoVbM
- http://www.youtube.com/watch?v=06rz0h5-arw
- http://www.youtube.com/watch?v=o5D9dmZX9zo
- http://www.youtube.com/watch?v=1IUokcqDRcQ
- http://www.youtube.com/watch?v=5i20nf3Kyzg
- http://www.youtube.com/watch?v=y4z6RxWAvqs
Update: You can read this book as well : Learning Big Data with Amazon Elastic MapReduce
The Cloudera team supports deployment to AWS, and provide a whole range of documentation. Try searching for Cloudera and AWS on google, and read the documentation here.