图灵程序设计丛书《大数据—互联网大规模数据挖掘与分布式处理》

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1、目录12目录34第1章数据挖掘基本概念...............................12.2.2分组和聚合....................................2051.1数据挖掘的定义...........................................12.2.3Reduce任务....................................201.1.1统计建模..........................................12.2.4组

2、合器............................................2161.1.2机器学习..........................................12.2.5Map-Reduce的执行细节...............211.1.3建模的计算方法...............................22.2.6节点失效的处理.............................221.1.4数据汇总.............................

3、.............22.3使用Map-Reduce的算法..........................2271.1.5特征抽取..........................................32.3.1基于Map-Reduce的矩阵—向量1.2数据挖掘的统计限制...................................4乘法实现........................................2381.2.1整体情报预警.....................

4、..............42.3.2向量v无法放入内存时的处理.....231.2.2邦弗朗尼原理...................................42.3.3关系代数运算................................2491.2.3邦弗朗尼原理的一个例子...............52.3.4基于Map-Reduce的选择运算......261.2.4习题..................................................62.3.5基于Map

5、-Reduce的投影运算......261.3相关知识......................................................62.3.6基于Map-Reduce的并、交和差101.3.1词语在文档中的重要性...................6运算................................................271.3.2哈希函数..........................................72.3.7基于Map-Reduce

6、的自然连接111.3.3索引..................................................8运算................................................271.3.4二级存储器....................................102.3.8一般性的连接算法.........................28121.3.5自然对数的底e..............................102.3.9基于Map-R

7、educe的分组和聚合1.3.6幂定律............................................11运算................................................28131.3.7习题................................................122.3.10矩阵乘法......................................291.4本书概要..............................

8、......................132.3.11基于单步Map-Reduce的矩阵1.5小结............................................................14乘法...........................................