
Machine Learning with R Cookbook
Machine Learning with R Cookbook
Yu-Wei Chiu (David Chiu)(Author)
Packt Publishing
Published on 26. March 2015
Book
Paperback/Softback
442 pages
978-1-78398-204-2 (ISBN)
Description
Key Features
Book DescriptionWhat you will learn
Who this book is for
Book DescriptionWhat you will learn
Who this book is for
More details
Language
English
Place of publication
Birmingham
United Kingdom
Dimensions
Height: 235 mm
Width: 191 mm
Thickness: 24 mm
Weight
820 gr
ISBN-13
978-1-78398-204-2 (9781783982042)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Person
Yu-Wei, Chiu (David Chiu) is the founder of LargitData (www.LargitData.com), a startup company that mainly focuses on providing big data and machine learning products. He has previously worked for Trend Micro as a software engineer, where he was responsible for building big data platforms for business intelligence and customer relationship management systems. In addition to being a start-up entrepreneur and data scientist, he specializes in using Spark and Hadoop to process big data and apply data mining techniques for data analysis. Yu-Wei is also a professional lecturer and has delivered lectures on big data and machine learning in R and Python, and given tech talks at a variety of conferences.
In 2015, Yu-Wei wrote Machine Learning with R Cookbook, Packt Publishing. In 2013, Yu-Wei reviewed Bioinformatics with R Cookbook, Packt Publishing. For more information, please visit his personal website at www.ywchiu.com.
**********************************Acknowledgement**************************************
I have immense gratitude for my family and friends for supporting and encouraging me to complete this book. I would like to sincerely thank my mother, Ming-Yang Huang (Miranda Huang); my mentor, Man-Kwan Shan; the proofreader of this book, Brendan Fisher; Members of LargitData; Data Science Program (DSP); and other friends who have offered their support.
In 2015, Yu-Wei wrote Machine Learning with R Cookbook, Packt Publishing. In 2013, Yu-Wei reviewed Bioinformatics with R Cookbook, Packt Publishing. For more information, please visit his personal website at www.ywchiu.com.
**********************************Acknowledgement**************************************
I have immense gratitude for my family and friends for supporting and encouraging me to complete this book. I would like to sincerely thank my mother, Ming-Yang Huang (Miranda Huang); my mentor, Man-Kwan Shan; the proofreader of this book, Brendan Fisher; Members of LargitData; Data Science Program (DSP); and other friends who have offered their support.
Content
Table of Contents
R for machine learning, Practical Machine Learning With R
Data Exploration From The Titanic
R and Statistics
Regression
Classification(I) Tree, Lazy, Probabilistic
Classification(II) ? Neural Network, SVM
Model Evaluation
Ensemble Learning
Clustering
Association Analysis
Dimension Reduction
Advanced Topic - Big Data Analysis (R and Hadoop)
R for machine learning, Practical Machine Learning With R
Data Exploration From The Titanic
R and Statistics
Regression
Classification(I) Tree, Lazy, Probabilistic
Classification(II) ? Neural Network, SVM
Model Evaluation
Ensemble Learning
Clustering
Association Analysis
Dimension Reduction
Advanced Topic - Big Data Analysis (R and Hadoop)