R Data Mining

Written By Andrea Cirillo
R Data Mining
  • Publsiher : Packt Publishing Ltd
  • Release : 29 November 2017
  • ISBN : 1787129233
  • Pages : 442 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled R Data Mining written by Andrea Cirillo which was release on 29 November 2017, this book published by Packt Publishing Ltd. Available in PDF, EPUB and Kindle Format. Book excerpt: Mine valuable insights from your data using popular tools and techniques in R About This Book Understand the basics of data mining and why R is a perfect tool for it. Manipulate your data using popular R packages such as ggplot2, dplyr, and so on to gather valuable business insights from it. Apply effective data mining models to perform regression and classification tasks. Who This Book Is For If you are a budding data scientist, or a data analyst with a basic knowledge of R, and want to get into the intricacies of data mining in a practical manner, this is the book for you. No previous experience of data mining is required. What You Will Learn Master relevant packages such as dplyr, ggplot2 and so on for data mining Learn how to effectively organize a data mining project through the CRISP-DM methodology Implement data cleaning and validation tasks to get your data ready for data mining activities Execute Exploratory Data Analysis both the numerical and the graphical way Develop simple and multiple regression models along with logistic regression Apply basic ensemble learning techniques to join together results from different data mining models Perform text mining analysis from unstructured pdf files and textual data Produce reports to effectively communicate objectives, methods, and insights of your analyses In Detail R is widely used to leverage data mining techniques across many different industries, including finance, medicine, scientific research, and more. This book will empower you to produce and present impressive analyses from data, by selecting and implementing the appropriate data mining techniques in R. It will let you gain these powerful skills while immersing in a one of a kind data mining crime case, where you will be requested to help resolving a real fraud case affecting a commercial company, by the mean of both basic and advanced data mining techniques. While moving along the plot of the story you will effectively learn and practice on real data the various R packages commonly employed for this kind of tasks. You will also get the chance of apply some of the most popular and effective data mining models and algos, from the basic multiple linear regression to the most advanced Support Vector Machines. Unlike other data mining learning instruments, this book will effectively expose you the theory behind these models, their relevant assumptions and when they can be applied to the data you are facing. By the end of the book you will hold a new and powerful toolbox of instruments, exactly knowing when and how to employ each of them to solve your data mining problems and get the most out of your data. Finally, to let you maximize the exposure to the concepts described and the learning process, the book comes packed with a reproducible bundle of commented R scripts and a practical set of data mining models cheat sheets. Style and approach This book takes a practical, step-by-step approach to explain the concepts of data mining. Practical use-cases involving real-world datasets are used throughout the book to clearly explain theoretical concepts.

R Data Mining

R Data Mining
  • Author : Andrea Cirillo
  • Publisher : Packt Publishing Ltd
  • Release Date : 2017-11-29
  • Total pages : 442
  • ISBN : 1787129233
GET BOOK

Summary : Mine valuable insights from your data using popular tools and techniques in R About This Book Understand the basics of data mining and why R is a perfect tool for it. Manipulate your data using popular R packages such as ggplot2, dplyr, and so on to gather valuable business insights ...

R and Data Mining

R and Data Mining
  • Author : Yanchang Zhao
  • Publisher : Academic Press
  • Release Date : 2012-12-31
  • Total pages : 256
  • ISBN : 1787129233
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Summary : R and Data Mining introduces researchers, post-graduate students, and analysts to data mining using R, a free software environment for statistical computing and graphics. The book provides practical methods for using R in applications from academia to industry to extract knowledge from vast amounts of data. Readers will find this ...

Data Mining with R

Data Mining with R
  • Author : Luis Torgo
  • Publisher : CRC Press
  • Release Date : 2016-11-30
  • Total pages : 426
  • ISBN : 1787129233
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Summary : 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 ...

Exam Prep for R and Data Mining

Exam Prep for  R and Data Mining
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2021-05-15
  • Total pages : 212
  • ISBN : 1787129233
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Summary : Download or read online Exam Prep for R and Data Mining written by , published by which was released on . Get Exam Prep for R and Data Mining Books now! Available in PDF, ePub and Kindle....

Data Mining Algorithms

Data Mining Algorithms
  • Author : Pawel Cichosz
  • Publisher : John Wiley & Sons
  • Release Date : 2015-01-27
  • Total pages : 720
  • ISBN : 1787129233
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Summary : "This book narrows down the scope of data mining by adopting a heavily modeling-oriented perspective"--...

Learning Data Mining with R

Learning Data Mining with R
  • Author : Bater Makhabel
  • Publisher : Packt Publishing Ltd
  • Release Date : 2015-01-31
  • Total pages : 314
  • ISBN : 1787129233
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Summary : This book is intended for the budding data scientist or quantitative analyst with only a basic exposure to R and statistics. This book assumes familiarity with only the very basics of R, such as the main data types, simple functions, and how to move data around. No prior experience with ...

Data Mining with R

Data Mining with R
  • Author : Luis Torgo
  • Publisher : Taylor & Francis
  • Release Date : 2011
  • Total pages : 305
  • ISBN : 1787129233
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Summary : The versatile capabilities and large set of add-on packages make R an excellent alternative to many existing and often expensive data mining tools. Exploring this area from the perspective of a practitioner, Data Mining with R: Learning with Case Studies uses practical examples to illustrate the power of R and ...

Educational Data Mining with R and Rattle

Educational Data Mining with R and Rattle
  • Author : R. S. Kamath,R. K. Kamat
  • Publisher : River Publishers
  • Release Date : 2016
  • Total pages : 128
  • ISBN : 1787129233
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Summary : Educational Data Mining (EDM) is one of the emerging fields in the pedagogy and andragogy paradigm, it concerns the techniques which research data coming from the educational domain. An archetype that is covered is that of learning by example. This is a guide for EDM implementation using R and Rattle ...

Data Mining for Business Intelligence

Data Mining for Business Intelligence
  • Author : Galit Shmueli,Nitin R. Patel,Peter C. Bruce
  • Publisher : John Wiley & Sons
  • Release Date : 2006-12-11
  • Total pages : 298
  • ISBN : 1787129233
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Summary : Learn how to develop models for classification, prediction, and customer segmentation with the help of Data Mining for Business Intelligence In today's world, businesses are becoming more capable of accessing their ideal consumers, and an understanding of data mining contributes to this success. Data Mining for Business Intelligence, which was ...

R Data Mining Blueprints

R Data Mining Blueprints
  • Author : Pradeepta Mishra
  • Publisher : Unknown
  • Release Date : 2016-07-29
  • Total pages : 260
  • ISBN : 1787129233
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Summary : Download or read online R Data Mining Blueprints written by Pradeepta Mishra, published by which was released on 2016-07-29. Get R Data Mining Blueprints Books now! Available in PDF, ePub and Kindle....

Exam Prep for Data Mining with R Learning with Case

Exam Prep for  Data Mining with R  Learning with Case
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2021-05-15
  • Total pages : 212
  • ISBN : 1787129233
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Summary : Download or read online Exam Prep for Data Mining with R Learning with Case written by , published by which was released on . Get Exam Prep for Data Mining with R Learning with Case Books now! Available in PDF, ePub and Kindle....

Social Media Mining with R

Social Media Mining with R
  • Author : Nathan Danneman,Richard Heimann
  • Publisher : Packt Publishing Ltd
  • Release Date : 2014-03-25
  • Total pages : 122
  • ISBN : 1787129233
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Summary : A concise, hands-on guide with many practical examples and a detailed treatise on inference and social science research that will help you in mining data in the real world. Whether you are an undergraduate who wishes to get hands-on experience working with social data from the Web, a practitioner wishing ...

Data Mining and Business Analytics with R

Data Mining and Business Analytics with R
  • Author : Johannes Ledolter
  • Publisher : John Wiley & Sons
  • Release Date : 2013-05-28
  • Total pages : 368
  • ISBN : 1787129233
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Summary : Collecting, analyzing, and extracting valuable information froma large amount of data requires easily accessible, robust,computational and analytical tools. Data Mining and BusinessAnalytics with R utilizes the open source software R for theanalysis, exploration, and simplification of large high-dimensionaldata sets. As a result, readers are provided with the neededguidance to ...

Learning Data Mining with R

Learning Data Mining with R
  • Author : Romeo Kienzler
  • Publisher : Unknown
  • Release Date : 2016
  • Total pages : 212
  • ISBN : 1787129233
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Summary : "Data mining is a growing demand on the market as the world is generating data at an increasing pace. R is a popular programming language for statistics. It can be used for day-to-day data analysis tasks. Data mining is a very broad topic and takes some time to learn. This ...

Data Mining Applications with R

Data Mining Applications with R
  • Author : Yanchang Zhao,Yonghua Cen
  • Publisher : Academic Press
  • Release Date : 2013-11-26
  • Total pages : 514
  • ISBN : 1787129233
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Summary : Data Mining Applications with R is a great resource for researchers and professionals to understand the wide use of R, a free software environment for statistical computing and graphics, in solving different problems in industry. R is widely used in leveraging data mining techniques across many different industries, including government, ...