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Numerical recipes in Hadoop
- jimfl 17y agoI saw Jake give this talk at the Seattle Hadoop/NoSQL/Scalability meetup last week. It really opened my eyes about the usefulness of linear algebra.
- gruseom 17y agoThis 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...
- mark_l_watson 17y agoNice presentation - I had not played with Mahout for a long while, but I just installed the new version and reviewed the docs for clustering data in Solr indices - really useful!