{"product_id":"data-analytics-using-open-source-tools-jeffrey-strickland-9781365270413","title":"Data Analytics Using Open-Source Tools","description":"This book is about Data Analytics. In that respect, it is like others. What distinguishes it from the rest is the variety of open-source tool applications. This book incorporates the use of R Studio, Python, SAS Studio (University Edition), and KNIME. This book is also about manipulating Big Data. Apache Hadoop on Hortonworks Sandbox is introduced and we manage, move, handle, and transform data using Apache Hive, Apache Spark, MapReduce and TEZ, with terminal shell commands and Ambari. We show you how to set up a virtual machine in Microsoft Azure. We then use the data in later chapters for modeling. We cover Descriptive Modeling and Predictive. The content includes Support Vector Machines, Decision Tree learning, Random Forests, Naïve and Empirical Bayes, Gradient Boosting, Cluster Modeling, Generalized Linear Models, Logistic Regression, and Artificial Neural Networks. Every chapter includes completely worked examples using one or more open-source tools.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jeffrey Strickland\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1365270416\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781365270413\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Lulu.com\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/20\/2016\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 706\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.25lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 1.55d","brand":"Jeffrey Strickland","offers":[{"title":"Paperback","offer_id":48438756049151,"sku":"9781365270413","price":50.25,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f157d406-f05a-419c-8ca7-3f080acacd61.jpg?v=1777173146","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-analytics-using-open-source-tools-jeffrey-strickland-9781365270413","provider":"WR Book House","version":"1.0","type":"link"}