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This looks very interesting and substantial, but I don't understand it. What are the standard texts one should read in order to gain the necessary background?
by gruseom 17y ago
This looks very interesting and substantial, but I don't understand it. What are the standard texts one should read in order to gain the necessary background?
- helwr 17y agoLinear Algebra by Axler Matrix Computations by Golub Collaborative filtering papers by Koren: http://research.yahoo.com/Yehuda_Koren http://research.yahoo.com/Yehuda_Koren Stanford paper which is the source of Mahout project: http://www.cs.stanford.edu/people/ang//papers/nips06-mapreducemulticore.pdf http://www.cs.stanford.edu/people/ang//papers/nips06-mapredu... Map Reduce algos book by Jimmy Lin: http://www.umiacs.umd.edu/~jimmylin/book.html http://www.umiacs.umd.edu/~jimmylin/book.html Pattern Recognition by Bishop (or Theodoridis) Linear algebra by G.Strang Graph Theory by Gross Hadoop the definitive guide by Tom White Natural Language Processing by Manning Information Retrieval by Manning for additional references here is a great compilation: http://measuringmeasures.com/blog/2010/3/12/learning-about-machine-learning-2nd-ed.html http://measuringmeasures.com/blog/2010/3/12/learning-about-m...