DMCA. Copyrighted Work that you can Claim.
Base have 223 081 books.
Search: 


📙 Data Mining with R: Learning with Case Studies, Second Edition by Torgo, Luís — free pdf


Data Mining with R: Learning with Case Studies, Second Edition uses practical examples to illustrate the power of R and data mining. Providing an extensive update to the best-selling first edition, this new edition is divided into two parts. The first part will feature introductory material, including a new chapter that provides an introduction to data mining, to complement the already existing introduction to R. The second part includes case studies, and the new edition strongly revises the R code of the case studies making it more up-to-date with recent packages that have emerged in R.

The book does not assume any prior knowledge about R. Readers who are new to R and data mining should be able to follow the case studies, and they are designed to be self-contained so the reader can start anywhere in the document.

The book is accompanied by a set of freely available R source files that can be obtained at the book’s web site. These files include all the code used in the case studies, and they facilitate the "do-it-yourself" approach followed in the book.

Designed for users of data analysis tools, as well as researchers and developers, the book should be useful for anyone interested in entering the "world" of R and data mining.

About the Author

Luís Torgo is an associate professor in the Department of Computer Science at the University of Porto in Portugal. He teaches Data Mining in R in the NYU Stern School of Business’ MS in Business Analytics program. An active researcher in machine learning and data mining for more than 20 years, Dr. Torgo is also a researcher in the Laboratory of Artificial Intelligence and Data Analysis (LIAAD) of INESC Porto LA.



About book:

About file:

  • File size: 49 310 204
  • Format: pdf


Security code:
Download button

Similar books results


Data Mining with R: Learning with Case Studies, Second Edition
Data Mining with R: Learning with Case Studies, Second Edition free epub by Torgo, LuĂ­s

Data Mining with R: Learning with Case Studies, Second Edition uses practical examples to illustrate the power of R and data mining. Providing an extensive update to the best-selling first edition, this new edition is divided into two parts. The first par...

Google Advertising Tools: Cashing in with AdSense and AdWords, Second Edition
Google Advertising Tools: Cashing in with AdSense and AdWords, Second Edition download pdf by Harold Davis

With this book, you'll learn how to take full advantage of Google AdWords and AdSense, the sophisticated online advertising tools used by thousands of large and small businesses. This new edition provides a substantially updated guide to advertising on th...

Data Mining with Microsoft SQL Server 2008
Data Mining with Microsoft SQL Server 2008 free epub by Jamie MacLennan, ZhaoHui Tang, Bogdan Crivat

Understand how to use the new features of Microsoft SQL Server 2008 for data mining by using the tools in Data Mining with Microsoft SQL Server 2008 , which will show you how to use the SQL Server Data Mining Toolset with Office 2007 to mine and analyze ...

SAS and R: Data Management, Statistical Analysis, and Graphics, Second Edition
SAS and R: Data Management, Statistical Analysis, and Graphics, Second Edition free pdf by Ken Kleinman, Nicholas J. Horton

An Up-to-Date, All-in-One Resource for Using SAS and R to Perform Frequent TasksThe first edition of this popular guide provided a path between SAS and R using an easy-to-understand, dictionary-like approach. Retaining the same accessible format, SAS and ...

Data Mining with Microsoft® SQL Server™ 2000 Technical Reference
Data Mining with Microsoft® SQL Server™ 2000 Technical Reference epub download by Claude Seidman

Your organizational database is only as good as the strategic data you can extract from it. Do customers who buy breakfast cereal typically buy bananas as well? Is there a correlation between rainfall in a particular region and the prevalence of a particu...

Data Mining With Ontologies: Implementations, Findings and Frameworks (Premier Reference)
Data Mining With Ontologies: Implementations, Findings and Frameworks (Premier Reference) free epub by HĂ©ctor Oscar Nigro, Sandra Elizabeth Gonzalez Cisaro, Daniel Hugo Xodo

One of the most important and challenging problems in data mining is the definition of prior knowledge either from the process or the domain. Prior knowledge is helpful for selecting suitable data and mining techniques, pruning the space of hypothesis, re...

Data Mining With Ontologies: Implementations, Findings and Frameworks (Premier Reference)
Data Mining With Ontologies: Implementations, Findings and Frameworks (Premier Reference) free pdf by Hector Oscar Nigro, Sandra Elizabeth Gonzalez Cisaro, Daniel Hugo Xodo

One of the most important and challenging problems in data mining is the definition of prior knowledge either from the process or the domain. Prior knowledge is helpful for selecting suitable data and mining techniques, pruning the space of hypothesis, re...

Clinical Evaluation of Medical Devices: Principles and Case Studies
Clinical Evaluation of Medical Devices: Principles and Case Studies free pdf by Karen M. Becker PhD (auth.), Karen M. Becker PhD, John J. Whyte MD, MPH (eds.)

Highly praised in its first edition, Clinical Evaluation of Medical Devices: Principles and Case Studies, Second Edition has been expanded and updated to include the many innovations and clinical research methods that have developed since the first editio...

Clinical Evaluation of Medical Devices: Principles and Case Studies
Clinical Evaluation of Medical Devices: Principles and Case Studies epub download by Karen M. Becker PhD (auth.), Karen M. Becker PhD, John J. Whyte MD, MPH (eds.)

Highly praised in its first edition, Clinical Evaluation of Medical Devices: Principles and Case Studies, Second Edition has been expanded and updated to include the many innovations and clinical research methods that have developed since the first editio...

Power, Politics and the Cults of Isis: Proceedings of the Vth International Conference of Isis Studies, Boulogne-sur-Mer, October 13-15, 2011
Power, Politics and the Cults of Isis: Proceedings of the Vth International Conference of Isis Studies, Boulogne-sur-Mer, October 13-15, 2011 pdf free by Laurent Bricault, Miguel John Versluys

In the Hellenistic and Roman world intimate relations existed between those holding power and the cults of Isis. This book is the first to chart these various appropriations over time within a comparative perspective. Ten carefully selected case studies s...

Pro Office for iPad: How to Be Productive with Office for iPad
Pro Office for iPad: How to Be Productive with Office for iPad pdf free by Guy Hart-Davis (auth.)

Microsoft Office for iPad is here! So learn the tips, tricks, and get around the gotchas in Microsoft Office for iPad with Pro Office for iPad. This book shows you how you can become productive quickly by avoiding those annoyances and confusions and slow-...

Neonatal Anesthesia
Neonatal Anesthesia free epub by Jerrold Lerman (eds.)

This is the first comprehensive book in more than a decade in the very specialized field of neonatal anesthesia. Edited and written by a team of recognized experts in neonatal anesthesia, surgery, and intensive care, this volume is the quintessential clin...

Beginning Java 8 Games Development
Beginning Java 8 Games Development free pdf by Wallace Jackson (auth.)

Beginning Java 8 Games Development, written by Java expert and author Wallace Jackson, teaches you the fundamentals of building a highly illustrative game using the Java 8 programming language. In this book, you'll employ open source software as tools to ...

Trust-Based Selling: Finding and Keeping Customers for Life
Trust-Based Selling: Finding and Keeping Customers for Life download pdf by David A. Monty (auth.)

The first year of developing a new sales territory or establishing new customers is a daunting task—especially in dog-eat-dog industries. The traditional advice is to train quickly on products, grab a customer list, start calling for appointments, d...

Treatment of Chronic Pain by Medical Approaches: the AMERICAN ACADEMY of PAIN MEDICINE Textbook on Patient Management
Treatment of Chronic Pain by Medical Approaches: the AMERICAN ACADEMY of PAIN MEDICINE Textbook on Patient Management free epub by Timothy R. Deer, Michael S. Leong, Vitaly Gordin (eds.)

From reviews of Deer, eds., Comprehensive Treatment of Chronic Pain by Medical, Interventional, and Integrative Approaches:"Comprehensive Treatment of Chronic Pain by Medical, Interventional, and Integrative Approaches is a major textbook...[I]t should be...

Neonatal Pulmonary Graphics: A Clinical Pocket Atlas
Neonatal Pulmonary Graphics: A Clinical Pocket Atlas pdf free by Steven M. Donn, MD, Mark C. Mammel, MD (auth.)

This pocket atlas explains how to use pulmonary graphics as a valuable adjunct for patient management. Actual patterns commonly encountered in neonatal practice are presented side-by-side with schematic illustrations that take apart the graphic and identi...

Polyadenylation in Plants: Methods and Protocols
Polyadenylation in Plants: Methods and Protocols pdf free by Arthur G. Hunt, Qingshun Quinn Li (eds.)

This volume presents the most recent studies on mRNA polyadenylation in plants. Chapters are divided into three sections covering recent development of the use of bioinformatics tools in the field. numerous molecular, biochemical, and methods used to char...

Global Supply Chain Security: Emerging Topics in Research, Practice and Policy
Global Supply Chain Security: Emerging Topics in Research, Practice and Policy free epub by Andrew R. Thomas, Sebastian Vaduva (eds.)

This volume presents new theoretical insights, practical strategies, and policy initiatives in the rapidly evolving field of global supply chain security. As businesses, governments, and society at large have become increasingly dependent on a global netw...

  Stuff : compulsive hoarding and the meaning of things
Stuff : compulsive hoarding and the meaning of things pdf free by Steketee, Gail; Frost, Randy O

What possesses someone to save every scrap of paper that’s ever come into his home? What compulsions drive a woman like Irene, whose hoarding cost her her marriage? Or Ralph, whose imagined uses for castoff items like leaky old buckets almost lost him his...