Nlp Overview
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Practical Natural Language Processing
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Author : Sowmya Vajjala
language : en
Publisher: O'Reilly Media
Release Date : 2020-06-17
Practical Natural Language Processing written by Sowmya Vajjala and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-17 with Computers categories.
Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for particular industry verticals, this is your guide. Software engineers and data scientists will learn how to navigate the maze of options available at each step of the journey. Through the course of the book, authors Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana will guide you through the process of building real-world NLP solutions embedded in larger product setups. You’ll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail. With this book, you’ll: Understand the wide spectrum of problem statements, tasks, and solution approaches within NLP Implement and evaluate different NLP applications using machine learning and deep learning methods Fine-tune your NLP solution based on your business problem and industry vertical Evaluate various algorithms and approaches for NLP product tasks, datasets, and stages Produce software solutions following best practices around release, deployment, and DevOps for NLP systems Understand best practices, opportunities, and the roadmap for NLP from a business and product leader’s perspective
Introduction To Natural Language Processing A Practical Guide For Beginners
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Author : Sakil Ansari
language : en
Publisher: White Falcon Publishing
Release Date : 2023-03-02
Introduction To Natural Language Processing A Practical Guide For Beginners written by Sakil Ansari and has been published by White Falcon Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-02 with categories.
"Introduction to Natural Language Processing: A practical guide for beginners" is a book that provides an overview of the field of natural language processing (NLP) and its applications. It is intended for individuals with little to no experience in the area. It aims to provide a comprehensive introduction to the concepts and techniques used in NLP. The book is aimed at beginners and offers a practical guide for understanding and working with NLP techniques. It covers NLP fundamental concepts and methods, such as tokenization, stemming, lemmatization, and part-of-speech tagging. It also discusses more advanced topics such as sentiment analysis, text generation, and machine translation. The book uses Python programming language and provides examples to help readers practice and apply the concepts they learn. The book also includes real-world case studies using NLP to solve real-world problems. The book is written clearly and concisely, making it easy for beginners to understand. It provides a good foundation for those interested in pursuing a career in NLP or related fields such as machine learning, artificial intelligence, or data science. It is also helpful for professionals who want to understand NLP and its applications in their areas. Overall, "Introduction to Natural Language Processing: A practical guide for beginners" is an excellent resource for anyone interested in learning about NLP. Whether you are a student, researcher, or professional, this book provides a comprehensive introduction to the field of NLP. It will help you understand and apply the concepts and techniques of this exciting field.
Introduction To Natural Language Processing
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Author : Jacob Eisenstein
language : en
Publisher: MIT Press
Release Date : 2019-10-01
Introduction To Natural Language Processing written by Jacob Eisenstein and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-01 with Computers categories.
A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques. This textbook provides a technical perspective on natural language processing—methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. The first section establishes a foundation in machine learning by building a set of tools that will be used throughout the book and applying them to word-based textual analysis. The second section introduces structured representations of language, including sequences, trees, and graphs. The third section explores different approaches to the representation and analysis of linguistic meaning, ranging from formal logic to neural word embeddings. The final section offers chapter-length treatments of three transformative applications of natural language processing: information extraction, machine translation, and text generation. End-of-chapter exercises include both paper-and-pencil analysis and software implementation. The text synthesizes and distills a broad and diverse research literature, linking contemporary machine learning techniques with the field's linguistic and computational foundations. It is suitable for use in advanced undergraduate and graduate-level courses and as a reference for software engineers and data scientists. Readers should have a background in computer programming and college-level mathematics. After mastering the material presented, students will have the technical skill to build and analyze novel natural language processing systems and to understand the latest research in the field.
Natural Language Processing
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Author : Yue Zhang
language : en
Publisher: Cambridge University Press
Release Date : 2021-01-07
Natural Language Processing written by Yue Zhang and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-07 with Computers categories.
This undergraduate textbook introduces essential machine learning concepts in NLP in a unified and gentle mathematical framework.
Discovering Nlp
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Author : John James Santangelo C Ht
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2015-07-19
Discovering Nlp written by John James Santangelo C Ht and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-19 with categories.
Neuro-Linguistic Programming (NLP), is based on the concept that the results we produce, our language and behaviors are highly structured and organized. NLP uncovers and replicates success strategies by utilizing specific methods and techniques combined with an unshakable attitude to affect the way we think, learn and communicate daily to reproduce extraordinary results... Change Your Thinking, Change Your Results!NLP has already helped millions of people overcome fears, increase their confidence, enrich relationships, create financial abundance and achieve greater success in any area. This book gives you simple, guided step-by-step strategies for learning the characteristics and behaviors of any high achiever and creating a blueprint for unlimited power.Learning the NLP attitude and models will help you create:*Better relationships ...*Change limiting beliefs ...*Deal with difficult people ...*Create more financial abundance ...*How to create instant rapport with anyone ...*Be more successful at whatever you choose ...*Easily handle emotionally challenging situations ...*Clear out the unconscious blocks that once held you back ... ... and most importantly, be more in total control of your life!
Applied Natural Language Processing In The Enterprise
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Author : Ankur A. Patel
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2021-05-12
Applied Natural Language Processing In The Enterprise written by Ankur A. Patel and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-12 with Computers categories.
NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the latest and most promising trends in NLP. With a basic understanding of machine learning and some Python experience, you'll learn how to build, train, and deploy models for real-world applications in your organization. Authors Ankur Patel and Ajay Uppili Arasanipalai guide you through the process using code and examples that highlight the best practices in modern NLP. Use state-of-the-art NLP models such as BERT and GPT-3 to solve NLP tasks such as named entity recognition, text classification, semantic search, and reading comprehension Train NLP models with performance comparable or superior to that of out-of-the-box systems Learn about Transformer architecture and modern tricks like transfer learning that have taken the NLP world by storm Become familiar with the tools of the trade, including spaCy, Hugging Face, and fast.ai Build core parts of the NLP pipeline--including tokenizers, embeddings, and language models--from scratch using Python and PyTorch Take your models out of Jupyter notebooks and learn how to deploy, monitor, and maintain them in production
30 Days To Nlp
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Author : Laureli Blyth
language : en
Publisher: Balboa Press
Release Date : 2016-07-20
30 Days To Nlp written by Laureli Blyth and has been published by Balboa Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-20 with Self-Help categories.
30 Days to NLP is a reader friendly introduction to Neuro Linguistic Programming. This book takes you on a thirty day exploration into the inner workings of the unconscious mind. It sheds a remarkable light on the patterns of thought, emotion and behaviours of yourself and others. Each day unfolds a new facet of NLP with explanations, practical examples and exercises that will develop both your conscious and unconscious skills of NLP. Based on the NLP Certification training provided by the Worldwide Institutes of NLP, authors and international NLP Master Trainers Laureli Blyth and Dr. Heidi Heron, Psy.D. have created a conversational, easy to understand and accessible book to anyone who has a desire to develop themselves and their knowledge of NLP.
Mindworks
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Author : Anne Linden
language : en
Publisher: Crown House Publishing
Release Date : 2008-05-16
Mindworks written by Anne Linden and has been published by Crown House Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-05-16 with Psychology categories.
Using the amazingly effective tools of Neuro Linguistic Programming (NLP) Mindworks shows you how to unlock the resources, abilities and creativity that you already have in order to accomplish whatever you want to do and take control of your life.
Introduction To Chinese Natural Language Processing
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Author : Kam-Fai Wong
language : en
Publisher: Springer Nature
Release Date : 2022-06-01
Introduction To Chinese Natural Language Processing written by Kam-Fai Wong and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Computers categories.
This book introduces Chinese language-processing issues and techniques to readers who already have a basic background in natural language processing (NLP). Since the major difference between Chinese and Western languages is at the word level, the book primarily focuses on Chinese morphological analysis and introduces the concept, structure, and interword semantics of Chinese words. The following topics are covered: a general introduction to Chinese NLP; Chinese characters, morphemes, and words and the characteristics of Chinese words that have to be considered in NLP applications; Chinese word segmentation; unknown word detection; word meaning and Chinese linguistic resources; interword semantics based on word collocation and NLP techniques for collocation extraction. Table of Contents: Introduction / Words in Chinese / Challenges in Chinese Morphological Processing / Chinese Word Segmentation / Unknown Word Identification / Word Meaning / Chinese Collocations / Automatic Chinese Collocation Extraction / Appendix / References / Author Biographies
The Ultimate Introduction To Nlp How To Build A Successful Life
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Author : Richard Bandler
language : en
Publisher: HarperCollins UK
Release Date : 2013-01-03
The Ultimate Introduction To Nlp How To Build A Successful Life written by Richard Bandler and has been published by HarperCollins UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-03 with Self-Help categories.
Richard Bandler, co-creator of NLP and the man who inspired Paul McKenna to greatness, collaborates with Alessio Roberti and Owen Fitzpatrick to reveal how to unleash your true potential and transform your life.