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Python Deep Learning Projects: 9 projects demystifying neural network and deep learning models for building intelligent systems
Python Deep Learning Projects: 9 projects demystifying neural network and deep learning models for building intelligent systems

Insightful projects to master deep learning and neural network architectures using Python and Keras

Key Features

  • Explore deep learning across computer vision, natural language processing (NLP), and image processing
  • Discover best practices for the training of deep neural...
NLTK Essentials
NLTK Essentials

Build cool NLP and machine learning applications using NLTK and other Python libraries

About This Book

  • Extract information from unstructured data using NLTK to solve NLP problems
  • Analyse linguistic structures in text and learn the concept of semantic analysis and parsing
  • ...
Quantitative Corpus Linguistics with R: A Practical Introduction
Quantitative Corpus Linguistics with R: A Practical Introduction

The first textbook of its kind, Quantitative Corpus Linguistics with R demonstrates how to use the open source programming language R for corpus linguistic analyses. Computational and corpus linguists doing corpus work will find that R provides an enormous range of functions that currently require several programs to...

Python Text Processing with NLTK 2.0 Cookbook
Python Text Processing with NLTK 2.0 Cookbook

Natural Language Processing is used everywhere - in search engines, spell checkers, mobile phones, computer games - even your washing machine. Python's Natural Language Toolkit (NTLK) 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...

The Handbook of Computational Linguistics and Natural Language Processing
The Handbook of Computational Linguistics and Natural Language Processing

We started work on this handbook three years ago and, while bringing it to fruition has involved a great deal of work, we have enjoyed the process. We are grateful to our colleagues who have contributed chapters to the volume. Its quality is due to their labor and commitment. We appreciate the considerable time and effort that they...

Introduction to Artificial Intelligence (Undergraduate Topics in Computer Science)
Introduction to Artificial Intelligence (Undergraduate Topics in Computer Science)

Artificial Intelligence (AI) has the definite goal of understanding intelligence and building intelligent systems. However, the methods and formalisms used on the way to this goal are not firmly set, which has resulted in AI consisting of a multitude of subdisciplines today. The difficulty in an introductory AI course lies in conveying...

Pattern Recognition in Speech and Language Processing (Electrical Engineering & Applied Signal Processing Series)
Pattern Recognition in Speech and Language Processing (Electrical Engineering & Applied Signal Processing Series)

Over the last 20 years, approaches to designing speech and language processing algorithms have moved from methods based on linguistics and speech science to data-driven pattern recognition techniques. These techniques have been the focus of intense, fast-moving research and have contributed to significant advances in this field.
...

Word Sense Disambiguation: Algorithms and Applications (Text, Speech and Language Technology)
Word Sense Disambiguation: Algorithms and Applications (Text, Speech and Language Technology)

Word sense disambiguation is a core research problem in computational linguistics, which was recognized at the beginning of the scientific interest in machine translation and artificial intelligence. And yet no book has been fully devoted to review the wide variety of approaches to solving the problem. The time is right for such a...

GeoSpatial Semantics: 4th International Conference, GeoS 2011, Brest, France, May 12-13, 2011
GeoSpatial Semantics: 4th International Conference, GeoS 2011, Brest, France, May 12-13, 2011

The fourth edition of the International Conference on Geospatial Semantics (GeoS 2011) was held in Brest, France, during May 12–13, 2011.

Geospatial semantics (GEOS) is an emerging research area in the domain of geographic information science. It aims at exploring strategies, computational methods, and tools to support...

NTC's Pocket Dictionary of Words and Phrases : 12,000 Words, Idioms, and Phrasal Verbs for Travelers and Learners
NTC's Pocket Dictionary of Words and Phrases : 12,000 Words, Idioms, and Phrasal Verbs for Travelers and Learners
Containing 6000 basic words and 6000 common idioms and phrasal verbs, Spears's latest book will be in demand by ESL students, teachers, and foreigners traveling in the United States. A former linguistics professor, Spears has written or edited over 30 dictionaries, including NTC's Dictionary of American Slang and Colloquial Expressions, and is...
Mathematical Models of Spoken Language
Mathematical Models of Spoken Language
Humans use language to convey meaningful messages to each other. Linguistic competence consists in the ability to express meaning reliably, not simply to obtain faithful lexical transcriptions. This invaluable reference tool is the product of many years' experience and research on language and speech technology. It presents the motivations for,...
New Developments In Parsing Technology (Text, Speech and Language Techology)
New Developments In Parsing Technology (Text, Speech and Language Techology)
Parsing can be defined as the decomposition of complex structures into their constituent parts, and parsing technology as the methods, the tools and the software to parse automatically. Parsing is a central area of research in the automatic processing of human language. Parsers are being used in many application areas, for example question...
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