Practical Natural Language Processing: A Comprehensive Guide to Building Real-Wo

Description: Practical Natural Language Processing by Anuj Gupta, Bodhisattwa Majumder, Sowmya Vajjala, Harshit Surana 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. FORMAT Paperback LANGUAGE English CONDITION Brand New Publisher Description 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. Youll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail.With this book, youll: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 leaders perspective" Author Biography Sowmya Vajjala has a PhD in Computational Linguistics from University of Tubingen, Germany. She currently works as a research officer at National Research Council, Canadas largest federal research and development organization. Her past work experience spans both academia as a faculty at Iowa State University, USA as well as industry at Microsoft Research and The Globe and Mail.Bodhisattwa Majumder is a doctoral candidate in NLP and ML at UC San Diego. Earlier he studied at IIT Kharagpur where he graduated summa cum laude. Previously, he built large-scale NLP systems at Google AI Research and Microsoft Research, which went into products serving millions of users. Currently, he is also leading his university team in the Amazon Alexa Prize for 2019-2020.Anuj Gupta has built NLP and ML systems at Fortune 100 companies as well as startups as a senior leader. He has incubated and led multiple ML teams in his career. He studied computer science at IIT Delhi and IIIT Hyderabad. He is currently Head of Machine Learning and Data Science at Vahan Inc. Above all, he is a father and husband.Harshit Surana is founder at DeepFlux Inc. He has built and scaled ML systems at several Silicon Valley startups as a founder and an advisor. He studied computer science at Carnegie Mellon University where he worked with the MIT Media Lab on common sense AI. His research in NLP has received over 200 citations. Details ISBN1492054054 Author Harshit Surana Pages 375 Year 2020 ISBN-10 1492054054 ISBN-13 9781492054054 Short Title Practical Natural Language Processing Language English Format Paperback Audience Professional and Scholarly Publication Date 2020-06-30 UK Release Date 2020-06-30 Place of Publication Sebastopol Country of Publication United States AU Release Date 2020-06-30 NZ Release Date 2020-06-30 US Release Date 2020-06-30 Imprint OReilly Media Edited by Luigi Fabrizio Rodella Birth 1945 Affiliation Assistant Professor Dept of Radiology and Imaging Services University of Utah Salt Lake City UT Position Person Qualifications MD Publisher OReilly Media Subtitle A Comprehensive Guide to Building Real-World NLP Systems DEWEY 006.35 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:128682813;

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