Mastering Natural Language Processing with Python

Mastering Natural Language Processing with Python
Author :
Publisher : Packt Publishing
Total Pages : 238
Release :
ISBN-10 : 1783989041
ISBN-13 : 9781783989041
Rating : 4/5 (041 Downloads)

Book Synopsis Mastering Natural Language Processing with Python by : Deepti Chopra

Download or read book Mastering Natural Language Processing with Python written by Deepti Chopra and published by Packt Publishing. This book was released on 2016-06-10 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Maximize your NLP capabilities while creating amazing NLP projects in PythonAbout This Book* Learn to implement various NLP tasks in Python* Gain insights into the current and budding research topics of NLP* This is a comprehensive step-by-step guide to help students and researchers create their own projects based on real-life applicationsWho This Book Is ForThis book is for intermediate level developers in NLP with a reasonable knowledge level and understanding of Python.What You Will Learn* Implement string matching algorithms and normalization techniques* Implement statistical language modeling techniques* Get an insight into developing a stemmer, lemmatizer, morphological analyzer, and morphological generator* Develop a search engine and implement POS tagging concepts and statistical modeling concepts involving the n gram approach* Familiarize yourself with concepts such as the Treebank construct, CFG construction, the CYK Chart Parsing algorithm, and the Earley Chart Parsing algorithm* Develop an NER-based system and understand and apply the concepts of sentiment analysis* Understand and implement the concepts of Information Retrieval and text summarization* Develop a Discourse Analysis System and Anaphora Resolution based systemIn DetailNatural Language Processing is one of the fields of computational linguistics and artificial intelligence that is concerned with human-computer interaction. It provides a seamless interaction between computers and human beings and gives computers the ability to understand human speech with the help of machine learning.This book will give you expertise on how to employ various NLP tasks in Python, giving you an insight into the best practices when designing and building NLP-based applications using Python. It will help you become an expert in no time and assist you in creating your own NLP projects using NLTK.You will sequentially be guided through applying machine learning tools to develop various models. We'll give you clarity on how to create training data and how to implement major NLP applications such as Named Entity Recognition, Question Answering System, Discourse Analysis, Transliteration, Word Sense disambiguation, Information Retrieval, Sentiment Analysis, Text Summarization, and Anaphora Resolution.


Mastering Natural Language Processing with Python Related Books

Mastering Natural Language Processing with Python
Language: en
Pages: 238
Authors: Deepti Chopra
Categories: Computers
Type: BOOK - Published: 2016-06-10 - Publisher: Packt Publishing

GET EBOOK

Maximize your NLP capabilities while creating amazing NLP projects in PythonAbout This Book* Learn to implement various NLP tasks in Python* Gain insights into
Mastering Transformers
Language: en
Pages: 374
Authors: Savaş Yıldırım
Categories: Computers
Type: BOOK - Published: 2021-09-15 - Publisher: Packt Publishing Ltd

GET EBOOK

Take a problem-solving approach to learning all about transformers and get up and running in no time by implementing methodologies that will build the future of
Introduction to Natural Language Processing
Language: en
Pages: 535
Authors: Jacob Eisenstein
Categories: Computers
Type: BOOK - Published: 2019-10-01 - Publisher: MIT Press

GET EBOOK

A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algo
Natural Language Processing: Python and NLTK
Language: en
Pages: 687
Authors: Nitin Hardeniya
Categories: Computers
Type: BOOK - Published: 2016-11-22 - Publisher: Packt Publishing Ltd

GET EBOOK

Learn to build expert NLP and machine learning projects using NLTK and other Python libraries About This Book Break text down into its component parts for spell
Natural Language Processing with Python Quick Start Guide
Language: en
Pages: 177
Authors: Nirant Kasliwal
Categories: Computers
Type: BOOK - Published: 2018-11-30 - Publisher: Packt Publishing Ltd

GET EBOOK

Build and deploy intelligent applications for natural language processing with Python by using industry standard tools and recently popular methods in deep lear