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This is the combined trove of knowledge for the Big Data Club at Georgia Tech.
A good presentation on what big data is and why it's useful.
Articles about useful algorithms for Big Data
Links to interesting datasets
Useful information about big data technologies and tools such as Hadoop, Cassandra, Mahout, etc
A place to post about the projects you do with the big data, and potential projects to work on in the future
How to use GT Big Data's AWS service