Items related to Mastering Text Mining with R: Extract and recognize...

Mastering Text Mining with R: Extract and recognize your text data - Softcover

 
9781783551811: Mastering Text Mining with R: Extract and recognize your text data

Synopsis

About This Book

  • Develop all the relevant skills for building text-mining apps with R with this easy-to-follow guide
  • Gain in-depth understanding of the text mining process with lucid implementation in the R language
  • Example-rich guide that lets you gain high-quality information from text data

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

In Detail

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. Next, we will cover pattern recognition in text data utilizing classification mechanisms, perform entity recognition, and develop an ontology learning framework.

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.

"synopsis" may belong to another edition of this title.

About the Author

Ashish Kumar

Ashish Kumar is an IIM alumnus and an engineer at heart. He has extensive experience in data science, machine learning, and natural language processing having worked at organizations, such as McAfee-Intel, an ambitious data science startup Volt consulting), and presently associated to the software and research lab of a leading MNC. Apart from work, Ashish also participates in data science competitions at Kaggle in his spare time.

"About this title" may belong to another edition of this title.

  • PublisherPackt Publishing
  • Publication date2016
  • ISBN 10 178355181X
  • ISBN 13 9781783551811
  • BindingPaperback
  • LanguageEnglish
  • Number of pages258

Buy Used

Condition: Very Good
The book has been read, but is...
View this item

US$ 7.58 shipping from United Kingdom to U.S.A.

Destination, rates & speeds

Search results for Mastering Text Mining with R: Extract and recognize...

Stock Image

Paul, Avinash
Published by Packt Publishing, 2016
ISBN 10: 178355181X ISBN 13: 9781783551811
Used Paperback

Seller: WorldofBooks, Goring-By-Sea, WS, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback. Condition: Very Good. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Seller Inventory # GOR013589100

Contact seller

Buy Used

US$ 2.15
Convert currency
Shipping: US$ 7.58
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Seller Image

Kumar, Ashish
Published by Packt Publishing, 2016
ISBN 10: 178355181X ISBN 13: 9781783551811
Used Softcover

Seller: WeBuyBooks, Rossendale, LANCS, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Like New. Most items will be dispatched the same or the next working day. An apparently unread copy in perfect condition. Dust cover is intact with no nicks or tears. Spine has no signs of creasing. Pages are clean and not marred by notes or folds of any kind. Seller Inventory # wbs9242148876

Contact seller

Buy Used

US$ 2.91
Convert currency
Shipping: US$ 7.45
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Kumar, Ashish; Paul, Avinash
Published by Packt Publishing, 2016
ISBN 10: 178355181X ISBN 13: 9781783551811
New Softcover

Seller: Lucky's Textbooks, Dallas, TX, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # ABLIING23Mar2912160164467

Contact seller

Buy New

US$ 43.10
Convert currency
Shipping: US$ 3.99
Within U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Kumar, Ashish
Published by Packt Publishing 12/30/2016, 2016
ISBN 10: 178355181X ISBN 13: 9781783551811
New Paperback or Softback

Seller: BargainBookStores, Grand Rapids, MI, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback or Softback. Condition: New. Mastering Text Mining with R: Extract and recognize your text data 0.99. Book. Seller Inventory # BBS-9781783551811

Contact seller

Buy New

US$ 47.90
Convert currency
Shipping: FREE
Within U.S.A.
Destination, rates & speeds

Quantity: 5 available

Add to basket

Stock Image

Ashish Kumar
Published by Packt Publishing, 2016
ISBN 10: 178355181X ISBN 13: 9781783551811
New PAP
Print on Demand

Seller: PBShop.store US, Wood Dale, IL, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9781783551811

Contact seller

Buy New

US$ 54.39
Convert currency
Shipping: FREE
Within U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Ashish Kumar
Published by Packt Publishing, 2016
ISBN 10: 178355181X ISBN 13: 9781783551811
New PAP
Print on Demand

Seller: PBShop.store UK, Fairford, GLOS, United Kingdom

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9781783551811

Contact seller

Buy New

US$ 51.35
Convert currency
Shipping: US$ 6.80
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Kumar, Ashish,
Published by Packt Publishing 2016-12, 2016
ISBN 10: 178355181X ISBN 13: 9781783551811
New PF

Seller: Chiron Media, Wallingford, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

PF. Condition: New. Seller Inventory # 6666-IUK-9781783551811

Contact seller

Buy New

US$ 44.66
Convert currency
Shipping: US$ 20.97
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 10 available

Add to basket

Stock Image

Kumar, Ashish; Paul, Avinash
Published by Packt Publishing, 2016
ISBN 10: 178355181X ISBN 13: 9781783551811
New Softcover

Seller: Ria Christie Collections, Uxbridge, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. In. Seller Inventory # ria9781783551811_new

Contact seller

Buy New

US$ 50.56
Convert currency
Shipping: US$ 16.22
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Stock Image

Ashish Kumar
Published by Packt Publishing Limited, 2016
ISBN 10: 178355181X ISBN 13: 9781783551811
New Paperback / softback
Print on Demand

Seller: THE SAINT BOOKSTORE, Southport, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 526. Seller Inventory # C9781783551811

Contact seller

Buy New

US$ 55.79
Convert currency
Shipping: US$ 16.26
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: Over 20 available

Add to basket

Seller Image

Ashish Kumar
Published by Packt Publishing, 2016
ISBN 10: 178355181X ISBN 13: 9781783551811
New Taschenbuch
Print on Demand

Seller: AHA-BUCH GmbH, Einbeck, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - About This BookDevelop all the relevant skills for building text-mining apps with R with this easy-to-follow guideGain in-depth understanding of the text mining process with lucid implementation in the R language Example-rich guide that lets you gain high-quality information from text data 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 LearnGet 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 In Detail 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. Next, we will cover pattern recognition in text data utilizing classification mechanisms, perform entity recognition, and develop an ontology learning framework. 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. Seller Inventory # 9781783551811

Contact seller

Buy New

US$ 73.71
Convert currency
Shipping: US$ 34.72
From Germany to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

There are 2 more copies of this book

View all search results for this book