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Mastering Text Mining with R. Extract and recognize your text data Avinash Paul, KUMAR ASHISH

(ebook) (audiobook) (audiobook) Książka w języku angielskim
Mastering Text Mining with R. Extract and recognize your text data Avinash Paul, KUMAR ASHISH - okladka książki

Mastering Text Mining with R. Extract and recognize your text data Avinash Paul, KUMAR ASHISH - okladka książki

Mastering Text Mining with R. Extract and recognize your text data Avinash Paul, KUMAR ASHISH - audiobook MP3

Mastering Text Mining with R. Extract and recognize your text data Avinash Paul, KUMAR ASHISH - audiobook CD

Autorzy:
Avinash Paul, KUMAR ASHISH
Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
258
Dostępne formaty:
     PDF
     ePub
     Mobi
Text Mining (or text data mining or text analytics) is the process of extracting useful and high-quality information from text by devising patterns and trends. R provides an extensive ecosystem to mine text through its many frameworks and packages.

Starting with basic information about the statistics concepts used in text mining, this book will teach you how to access, cleanse, and process text using the R language and 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, this 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.

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O autorach książki

Avinash Paul is a programming language enthusiast, loves exploring open sources technologies and programmer by choice. He has over nine years of programming experience. He has worked in Sabre Holdings , McAfee , 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.
Ashish Kumar is a seasoned data science professional, a publisher author and a thought leader in the field of data science and machine learning. An IIT Madras graduate and a Young India Fellow, he has around 7 years of experience in implementing and deploying data science and machine learning solutions for challenging industry problems in both hands-on and leadership roles. Natural Language Procession, IoT Analytics, R Shiny product development, Ensemble ML methods etc. are his core areas of expertise. He is fluent in Python and R and teaches a popular ML course at Simplilearn. When not crunching data, Ashish sneaks off to the next hip beach around and enjoys the company of his Kindle. He also trains and mentors data science aspirants and fledgling start-ups.

Packt Publishing - inne książki

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Zabrania się wykorzystania treści strony do celów eksploracji tekstu i danych (TDM), w tym eksploracji w celu szkolenia technologii AI i innych systemów uczenia maszynowego. It is forbidden to use the content of the site for text and data mining (TDM), including mining for training AI technologies and other machine learning systems.