Practical Natural Language Processing A Comprehensive Guide to Building Real-Wor

Description: Home About Us Postage & Payment Returns Contact Add The Pom Shop to your Favorites and receive our email newsletters about new items and special promotions. General Interest Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems Product DescriptionMany 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 systemsReviewThis book is ideal both as a first resource to discover the field of natural language processing and a guide for seasoned practitioners looking to discover the latest developments in this exciting area. - Julian McAuley, Professor, UC San Diego Practical NLP focuses squarely on an overlooked demographic: the practitioners and business leaders in industry! - Zachary Lipton, Scientist at AI, Author of Dive into Deep Learning, Professor, Carnegie Mellon University This book does a great job bridging the gap between natural language processing research and practical applications. - Sebastian Ruder Scientist, Google DeepMind, Author of newsletter NLP News This book offers the best of both worlds: textbooks and 'cookbooks'. If you would like to go from zero to one in NLP, this book is for you! - Marc Najork, Director, Google AI, ACM & IEEE Fellow This book is a must for all aspiring NLP engineers, entrepreneurs who want to build companies around language technologies. - Monojit Choudhury, Principal Researcher, Microsoft, Faculty at IIT Kharagpur There is much hard-fought practical advice from the trenches. A must-read for engineers building NLP applications. - Vinayak Hegde, CTO-in-Residence, Microsoft For Startups I feel this is not only an essential book for NLP practitioners, it is also a valuable reference for the research community. - Mengting Wan, Data Scientist at Airbnb, Microsoft Research Fellow The authors achieved a rare feat by simplifying the esoteric art of design and architecture of production quality ML systems. - Siddharth Sharma, ML Engineer, Facebook This book gives a consolidated look at modern practice, starting from an MVP and building up to examples for sophisticated use cases. - Ed Harris, CEO and co-founder at SharpestMinds (YC W18)From the AuthorWe wrote the book for:A software engineer or a data scientist who needs to build real-world NLP systemsA machine learning engineer who has to iterate and scale NLP systemsA product manager who needs to understand NLP and how it can be applied to their domainA business leader who wants to start a new venture based on NLP or incorporate the cutting edge of NLP in existing productsPlease note that readers pursuing cutting-edge research in NLP may find some sections of the book rudimentary as we do not cover in-depth theoretical and technical details related to NLP concepts. Moreover, we expect the readers to follow the respective documentations for various frameworks we use in our code examples.From the Inside FlapTHE PHILOSOPHYWe want to provide a holistic, yet, practical perspective which enables the reade Shipping Shipping is free for all customers in Australia. Your package will be safely taken care of & posted from England by means of Priority Airmail, which is air freighted to your nearest Australia Post Distribution Center (Sydney, Melbourne, Brisbane, or Perth), from where they are delivered to your address by Australia Post. Returns and refunds We operate a 30 day money back guarantee. If you are unhappy with the product for whatever reason, please contact us to arrange a return and refund. As shipping costs are not retrievable, we are unable to refund shipping costs. Feedback We use an automated eBay feedback response system. If you are happy with the product, please leave positive feedback and we will automatically leave positive feedback for you. If you are unhappy with the transaction for any reason, please contact us first to resolve. If you do leave negative or neutral feedback you waive your rights for support regarding any problems with us and open yourself up for possible retaliatory negative feedback. Please avoid making negative feedback remarks, contact us first if you have any problems! We are here to help! Contact Us Please contact us via eBay messages if you have any questions and our Customer Service team will be happy to assist you with any queries. Thank you. Home About Us Postage & Payment Returns Contact Copyright © 2017 - 2024 The Pom Shop. All rights reserved.

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End Time: 2024-12-17T11:44:26.000Z

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