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.
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EAN: 9781365270413
UPC: 9781365270413
ISBN: 9781365270413
MPN: N/A
Book Title: Data Analytics Using Open-Source Tools by Presiden
Item Length: 22.9 cm
Item Weight: 1.02 kg
Publisher: Lulu.Com
Publication Year: 2016
Subject: Government, Business
Item Height: 229 mm
Number of Pages: 706 Pages
Language: English
Publication Name: Data Analytics Using Open-Source Tools
Type: Textbook
Author: President Jeffrey Strickland
Item Width: 152 mm
Format: Paperback
