Hadoop in Action (Manning)

Hadoop in Action introduces the subject and teaches you how to write programs in the MapReduce style. It starts with a few easy examples and then moves quickly to show Hadoop use in more complex data analysis tasks. Included are best practices and design patterns of MapReduce programming. This book requires basic Java skills. Knowing basic statistical concepts can help with the more advanced examples.