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Master text-taming techniques and build effective text-processing applications with R

About This Book

• This book will help you develop an in-depth understanding of the text mining process with lucid implementation in the R language
• After reading this book, you will be able to enhance your skills on building text-mining apps with R
• All the examples in the book use the latest version of R, making this book an update-to-date edition in the market

Who This Book Is For

If you are an R programmer, analyst, or data scientist who wants to gain experience in performing text data mining and analytics with R, then this book is for you. Exposure to working with statistical methods and language processing would be helpful.

What You Will Learn

• Get acquainted with some of the highly efficient R packages such as OpenNLP and RWeka to perform various steps in the text mining process
• Access and manipulate data from different sources such as JSON and HTTP
• Process text using regular expressions
• Get to know the different approaches of tagging texts, such as POS tagging, to get started with text analysis
• Explore different dimensionality reduction techniques, such as Principal Component Analysis (PCA), and understand its implementation in R
• Discover the underlying themes or topics that are present in an unstructured collection of documents, using common topic models such as Latent Dirichlet Allocation (LDA)
• Build a baseline sentence completing application
• Perform entity extraction and named entity recognition using R
• Get an introduction to various approaches in opinion mining and their implementation in R

In Detail

Text Mining (or text data mining or text analytics) is a process of extracting useful and high-quality information from text by devising patterns and trends through machine learning, statistical pattern learning, and related algorithms and methods. R provides an extensive ecosystem to mine text through its many frameworks and packages.

This book will help you develop a thorough understanding of the steps in the text mining process and gain confidence in applying the concepts to build text-data driven products.

Starting with basic information about the statistics concepts used in text mining, the book will teach you how to access, cleanse, and process text using the R language and teach you how to analyze them. It will equip you with the tools and the associated knowledge about different tagging, chunking, and entailment approaches and their usage in natural language processing.

Moving on, the book will teach you different dimensionality reduction techniques and their implementation in R, along with topic modeling, text summarization, and extracting hidden themes from documents and collections. Next, we will cover pattern recognition in text data utilizing classification mechanisms, perform entity recognition, and develop an ontology learning framework. You will learn the concept of an opinion in a text document and be able to apply various techniques to extract a sentiment and opinion out of it.

By the end of the book, you will develop a practical application from the concepts learned, and will understand how text mining can be leveraged to analyze the massively available data on social media.

• Sales Rank: #1279321 in Books
• Published on: 2017-01-05
• Released on: 2017-01-05
• Binding: Paperback
• 288 pages

About the Author
Kumar Ashish is an IIM alumnus, yet an engineer at heart .He has an extensive experience on data science, machine learning and natural language processing; having worked at organizations like McAfee-Intel, an ambitious data science startup, Volt consulting, and presently associated to the software & research lab of a leading MNC. Apart from work, Ashish also participates in data science competitions at Kaggle, in his spare time. Avinash Paul A. is a programming language enthusiast, who loves exploring open sources technologies and programmer by choice. He has about 9 years of programming experience. He has worked in various companies like Sabre , McAfee , and Mindtree, and has experience in data-driven product development. He was intrigued by data science and data mining while developing niche product in education space for a ambitious data science start up. He believes data science can solve lot of societal challenges. In his spare time, he loves to read technical books and teach underprivileged children back home.

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The eleventh edition of this renowned, topically organized anthology provides a superb balance of historical selections and recent material. The text covers reason and religious belief, human knowledge, mind and its place in nature, determinism, free will and responsibility, and morality and its critics in five parts with careful attention to opposing points of view.

• Sales Rank: #1202891 in Books
• Published on: 2001-07-05
• Original language: English
• Number of items: 1
• Dimensions: 9.25" h x 7.25" w x 1.25" l,
• Binding: Hardcover
• 792 pages

About the Author
Joel Feinberg (Professor Emeritus, late of University of Arizona) was widely recognized as one of America's leading political and social philosophers. Acclaimed both for his ground-breaking scholarship and his exemplary teaching skills, Feinberg published widely on topics such as individual rights, legal theory, capital punishment, the treatment of the mentally ill, civil disobedience, and environmental ethics. Before joining the University of Arizona faculty, he taught at Brown, Princeton, and Rockefeller universities. Feinberg was awarded a Fulbright Scholarship in 1987-88 to work in Japan and served as chairman of the National Board of Officers in the American Philosophical Association in the mid-1980s. Some of the royalties from Reason and Responsibility have been used to establish the Regents Professor Joel Feinberg Dissertation Fellowship in Philosophy at the University of Arizona.

Russ Shafer-Landau received his Ph.D. from the University of Arizona and currently teaches at the University of Wisconsin-Madison, where he focuses on ethical theory and philosophy of the law. He is the author of THE FUNDAMENTALS OF ETHICS; MORAL REALISM; A DEFENCE; AND WHATEVER HAPPENED TO GOOD AND EVIL? He also serves as series editor for Oxford Studies in Metaethics.

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37 of 39 people found the following review helpful.
Great Anthology
By Barry Denn
It is unclear whether my previous attempt to write a review of this book went through or not. If not, here goes again:
A disclaimer: I have absolutely no connection with the authors or publishers and stand to benefit in no way from the sale of this book.
My background: MA in philosophy and have taught as a teaching assistant on a number of philosophy courses at university level.
Review:
This is the best anthology of philosophical writing that I am aware of. It's strength lies in the range of readings it includes. The editors have, it seems, stayed very involved with their book and update the readings every few years. As a result this anthology includes some very recent material in addition to the classics. so, the reader has available to him/her a collection of writings that span nearly 2,500 years of Western philosophy. Note: it is an anthology of philosophy in the western tradition.
A second notable strength of Reason and Responsibility is the introductory essays that appear at the start of each section. These are clear and especially helpful to those new to philosophy.
It is also noteworthy that the editors have attempted to compile readings that give the reader a sense of the two sides to any given debate. This is not always the case with anthologies.
One word of warning for those new to philosophy: much of the reading in this anthology (as in any such anthology) is not, in my view, suitable for a newcomer to the subject. The material was not intended for those without any philosophical background and would be very heavy going for a beginner in this field. So, to avoid being disheartened and turned off philosophy it might be a good idea to buy a general introduction to the subject as well as this anthology. I'd recommend:
An Introduction to Philosophical Analysis, by John Hospers
or
Philosophy: the basics, by Nigel Warburton
or
Philosophy: a beginner's guide, by Jenny Teichmann and Katherine Evans (I am not certain that I have the second author's name right)

4 of 4 people found the following review helpful.
Philosophy 103
By Catherine Smith
I had to buy this book for a general education requirement this year. However, the class turned out to be my favorite (the teacher certainly helped) and I'm keeping the book after the semester is over. Reason and Responsibility contains essays from the greatest philosophers (and some not so great) in order to give the beginner a comprehensive overview of philosophy.

At times, the essays were edited so that parts of the original selection were omitted. I had difficulty writing papers which criticized certain arguments become some claims can only be made from the entire text. However, if you are just reading this for fun as an introduction to philosophy, I highly recommend it.

8 of 8 people found the following review helpful.
Great Introductory Book
By Stephanie A. Yoshida
I highly recommend Feinberg's 'Reason and Responsibility' to beginning philosophers. Feinberg presents various philosophical topics in an organized manner and selects text that is easy to understand for readers new to philosophy. Readers are weaned into the language of philosophy by first being presented with the jargon in the beginning of each section. It's a great book that covers a variety of topics, from arguments about God's existence to ethics to abortion.

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• Sales Rank: #375548 in Books
• Published on: 2015-10-23
• Original language: English
• Number of items: 1
• Dimensions: 9.30" h x 1.10" w x 6.00" l, 1.66 pounds
• Binding: Hardcover
• 440 pages

About the Author

B. Preetham Kumar holds a BE and ME from the College of Engineering, Chennai, India, and a Ph.D from the Indian Institute of Technology, Chennai. He is professor and graduate coordinator in the Department of Electrical and Electronic Engineering at California State University (CSUS), Sacramento, USA. Previously, he was part-time faculty at CSUS, and researcher/lecturer in the RF and Microwave Laboratory at University of California, Davis, USA. Widely published and highly decorated, Dr. Kumar has worked on projects funded by Lockheed Martin, Agilent Technologies, National Semiconductor, Intel, and Antenna Wireless, Inc. Currently, he is heading an effort to expand the use of microwave heating in the treatment of cancer.

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Single letters for words
Seven common consonants
Combination consonants
Sounds sh and zh
Verb-ending -ING
Vowels
Syllables
Special Signs
Longhand abbreviations
Writing by sound
Summary of learning required
Single letters for words
Style of writing
Links
Exercise 1
Special Sign the
Abbreviation and
Links
Facility in writing
Exercise 2
Dictation Practice 1
Facility Drill 1
Writing by sound
Upstroke N
Links
Exercise 3
Special Signs to I too, do, put and we
Links
Exercise 4

• Sales Rank: #5773241 in Books
• Published on: 1974-06
• Original language: English
• Number of items: 1
• Binding: Paperback
• 112 pages

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[U556.Ebook] Free PDF Academic Encounters Level 2 Student's Book Listening and Speaking with DVD: American Studies, by Kim Sanabria, Carlos Sanabria

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The Academic Encounters Second edition series uses a sustained content approach to teach skills necessary for taking academic courses in English. There are two books for each content area. Academic Encounters Level 2 Student's Book with DVD Listening and Speaking: American Studies engages students through interviews and academic lectures on stimulating topics from the fields of U.S. History and Culture. Topics include the Constitution, immigration, the Civil Rights Movement, and the American value system. Students develop crucial listening and note-taking skills, discuss content, conduct interviews, and make presentations. A Student DVD includes all of the academic lectures. Topics correspond with those in Academic Encounters Level 2 Reading and Writing: American Studies. The books may be used independently or together.

• Sales Rank: #80397 in Books
• Brand: Brand: Cambridge University Press
• Published on: 2013-06-17
• Original language: English
• Number of items: 1
• Dimensions: 10.00" h x .39" w x 7.99" l, 1.05 pounds
• Running time: 72 minutes
• Binding: Paperback
• 200 pages

Features

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About the Author
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0 of 0 people found the following review helpful.
Challenger
By Evangelina
It is very useful. It lets me know how to study American history as a native people. My English teacher recommends it.

0 of 0 people found the following review helpful.
This book is very good. I like it. It's cheap than store. It's a new book. It's a happy shopping.
By Longjun Wang
This book is very good. I like it. It's cheap than store. It's a new book. It's a happy shopping.

0 of 0 people found the following review helpful.
Five Stars
By Amazon Customer
Perfect, thanks

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[B924.Ebook] Ebook Download The Legal Analyst: A Toolkit for Thinking about the Law

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• Published on: 1600
• Binding: Paperback

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[C258.Ebook] Free PDF The Vision of the Firm (Coursebook), by Timothy Fort

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This book, written by a top scholar in the business law area, is written to create a skill in ethical decision-making and building ethical culture. It is complete summary of the leading theories of business ethics today.

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• Sales Rank: #543529 in Books
• Published on: 2014-02-13
• Released on: 2014-02-13
• Original language: English
• Number of items: 1
• Dimensions: 10.25" h x 7.75" w x .75" l,
• Binding: Paperback
• 426 pages

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1 of 1 people found the following review helpful.
If you are doing any course for business ethics please do not buy this book
By expat
Poorly written adds nothing to course work. It should not be mandatory reading for "business ethics." In fact making it mandatory is unethical

0 of 0 people found the following review helpful.
A Necessary Read
By Eillene Moore
Mr. Fort's perspective on ethics in corporate culture was illuminating and a necessary read. It is not a how to guide, nor a how not to guide, but an examination on why, we as managers, need to carefully consider our actions an their impact on various publics.

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