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Preparing for algorithm interviews? I would recommend these three books if you have enough time -
1) Programming Pearls by Joe Bentley. You would love doing exercises at the end of each chapter.
2)Algorithms For Interviews. This is a great book with lots of examples and so is good for practice.
3) The Algorithm Design Manual by Steven S. Skiena. This is really a good book for starters.
In my next post I would post links to blogs and forums which one can follow for practicing algorithms for interviews.