Natural Language Processing and Computational Linguistics

A practical guide to text analysis with Python, Gensim, spaCy, and Keras



Bookstore > Books > Natural Language Processing and Computational Linguistics

Price$31.99 - $50.54
Rating
AuthorBhargav Srinivasa-Desikan
PublisherPackt Publishing
Published2018
Pages351
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-10178883853X
ISBN-139781788838535
EBook Hardcover Paperback

Modern text analysis is now very accessible using Python and open source tools, so discover how you can now perform modern text analysis in this era of textual data.

This book shows you how to use natural language processing, and computational linguistics algorithms, to make inferences and gain insights about data you have. These algorithms are based on statistical machine learning and artificial intelligence techniques. The tools to work with these algorithms are available to you right now - with Python, and tools like Gensim and spaCy.

You'll start by learning about data cleaning, and then how to perform computational linguistics from first concepts. You're then ready to explore the more sophisticated areas of statistical NLP and deep learning using Python, with realistic language and text samples. You'll learn to tag, parse, and model text using the best tools. You'll gain hands-on knowledge of the best frameworks to use, and you'll know when to choose a tool like Gensim for topic models, and when to work with Keras for deep learning.

This book balances theory and practical hands-on examples, so you can learn about and conduct your own natural language processing projects and computational linguistics. You'll discover the rich ecosystem of Python tools you have available to conduct NLP - and enter the interesting world of modern text analysis.





5 5 4

Similar Books


Applied Natural Language Processing with Python

Applied Natural Language Processing with Python

by Taweh Beysolow II

Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new algorithms.Applied Natura...

Price:  $23.64  |  Publisher:  Apress  |  Release:  2018

Machine Learning with PySpark

Machine Learning with PySpark

by Pramod Singh

Build machine learning models, natural language processing applications, and recommender systems with PySpark to solve various business challenges. This book starts with the fundamentals of Spark and its evolution and then covers the entire spectrum of traditional machine learning algorithms along with natural language processing and reco...

Price:  $20.41  |  Publisher:  Apress  |  Release:  2019

Natural Language Processing with Python

Natural Language Processing with Python

by Steven Bird, Ewan Klein, Edward Loper

This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies ranging from predictive text and email filtering to automatic summarization and translation. You'll learn how to write Python programs to analyze the structure and meaning of texts, drawing on techn...

Price:  $20.10  |  Publisher:  O'Reilly Media  |  Release:  2009

Building Chatbots with Python

Building Chatbots with Python

by Sumi Raj

Build your own chatbot using Python and open source tools. This book begins with an introduction to chatbots where you will gain vital information on their architecture. You will then dive straight into natural language processing with the natural language toolkit (NLTK) for building a custom language processing platform for your chatbot....

Price:  $27.96  |  Publisher:  Apress  |  Release:  2019

Python Text Processing with NLTK 2.0 Cookbook

Python Text Processing with NLTK 2.0 Cookbook

by Jacob Perkins

Natural Language Processing is used everywhere - in search engines, spell checkers, mobile phones, computer games - even your washing machine. Python's Natural Language Toolkit (NLTK) suite of libraries has rapidly emerged as one of the most efficient tools for Natural Language Processing. You want to employ nothing less than the best tec...

Price:  $23.99  |  Publisher:  Packt Publishing  |  Release:  2010

Natural Language Processing with Python Quick Start Guide

Natural Language Processing with Python Quick Start Guide

by Nirant Kasliwal

NLP in Python is among the most sought after skills among data scientists. With code and relevant case studies, this book will show how you can use industry-grade tools to implement NLP programs capable of learning from relevant data. We will explore many modern methods ranging from spaCy to word vectors that have reinvented NLP.The book ...

Price:  $25.95  |  Publisher:  Packt Publishing  |  Release:  2018

Natural Language Processing with PyTorch

Natural Language Processing with PyTorch

by Delip Rao, Goku Mohandas

Natural Language Processing (NLP) offers unbounded opportunities for solving interesting problems in artificial intelligence, making it the latest frontier for developing intelligent, deep learning-based applications. If you're a developer or researcher ready to dive deeper into this rapidly growing area of artificial intelligence, this p...

Price:  $55.00  |  Publisher:  O'Reilly Media  |  Release:  2018

Natural Language Processing with Java

Natural Language Processing with Java

by Richard M Reese

Natural Language Processing (NLP) is an important area of application development and its relevance in addressing contemporary problems will only increase in the future. There has been a significant increase in the demand for natural language-accessible applications supported by NLP tasks.Natural Language Processing with Java will explore...

Price:  $35.99  |  Publisher:  Packt Publishing  |  Release:  2015