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Practical Natural Language Processing

2020-06-17 Computers
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Release : 2020-06-17
Genre : Computers
Kind : eBook
Book Rating : 02X/5 ( reviews)

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Book Synopsis Practical Natural Language Processing by : Sowmya Vajjala

Download or read book Practical Natural Language Processing written by Sowmya Vajjala. This book was released on 2020-06-17. Available in PDF, EPUB and Kindle. Book excerpt: 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

NLP Solutions

1999 Business & Economics
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Release : 1999
Genre : Business & Economics
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis NLP Solutions by : Sue Knight

Download or read book NLP Solutions written by Sue Knight. This book was released on 1999. Available in PDF, EPUB and Kindle. Book excerpt: In this sequel to her best-selling introduction NLP at Work, Sue Knight focuses on how to model what really works in business to make it really work for you

Empowering Low-Resource Languages With NLP Solutions

2024-02-27 Computers
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Release : 2024-02-27
Genre : Computers
Kind : eBook
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Book Synopsis Empowering Low-Resource Languages With NLP Solutions by : Pakray, Partha

Download or read book Empowering Low-Resource Languages With NLP Solutions written by Pakray, Partha. This book was released on 2024-02-27. Available in PDF, EPUB and Kindle. Book excerpt: In our increasingly interconnected world, low-resource languages face the threat of oblivion. These linguistic gems, often spoken by marginalized communities, are at risk of fading away due to limited data and resources. The neglect of these languages not only erodes cultural diversity but also hinders effective communication, education, and social inclusion. Academics, practitioners, and policymakers grapple with the urgent need for a comprehensive solution to preserve and empower these vulnerable languages. Empowering Low-Resource Languages With NLP Solutions is a pioneering book that stands as the definitive answer to the pressing problem at hand. It tackles head-on the challenges that low-resource languages face in the realm of Natural Language Processing (NLP). Through real-world case studies, expert insights, and a comprehensive array of topics, this book equips its readers—academics, researchers, practitioners, and policymakers—with the tools, strategies, and ethical considerations needed to address the crisis facing low-resource languages.

TEEN TRANSFORMATION : NLP SOLUTIONS

2024-07-08 Self-Help
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Release : 2024-07-08
Genre : Self-Help
Kind : eBook
Book Rating : 256/5 ( reviews)

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Book Synopsis TEEN TRANSFORMATION : NLP SOLUTIONS by : KAVITA GUPTA

Download or read book TEEN TRANSFORMATION : NLP SOLUTIONS written by KAVITA GUPTA. This book was released on 2024-07-08. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the challenges our youth face at the early stages of their lives. Often, they are not mature enough to understand the gravity of the perceptions they hold about their situations. These misguided perceptions can hinder their growth and potential. Through this book, we offer solutions using NLP (Neuro-Linguistic Programming) techniques to help them overcome these obstacles. It provides practical tools and strategies to change their thought patterns, enhance their self-awareness, and empower them to navigate life's challenges with confidence and clarity. This book is a guide to transforming their lives and achieving true personal growth.

Natural Language Processing with Python

2009-06-12 Computers
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Release : 2009-06-12
Genre : Computers
Kind : eBook
Book Rating : 717/5 ( reviews)

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Book Synopsis Natural Language Processing with Python by : Steven Bird

Download or read book Natural Language Processing with Python written by Steven Bird. This book was released on 2009-06-12. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication. Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence This book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.

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