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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:
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
Leverage Natural Language Processing (NLP) in Python and learn how to set up your own robust environment for performing text analytics. This second edition has gone through a major revamp and introduces several significant changes and new topics based on the recent trends in NLP. You'll see how to
Natural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If you're a developer or data scientist new to NLP and deep learning, this practical guide shows you how to apply
An introduction to natural language processing with Python using spaCy, a leading Python natural language processing library. Natural Language Processing with Python and spaCy will show you how to create NLP applications like chatbots, text-condensing scripts, and order-processing tools quickly and
Summary Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning
Become an AI language understanding expert by mastering the quantum leap of Transformer neural network modelsKey FeaturesBuild and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using concepts that outperform classical deep learning modelsGo
A Practical Guide to SysML, Third Edition, fully updated for SysML version 1.4, provides a comprehensive and practical guide for modeling systems with SysML. With their unique perspective as leading contributors to the language, Friedenthal, Moore, and Steiner provide a full description of the
Summary Real-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. Without overdosing you on academic theory and complex mathematics, it introduces the day-to-day practice of machine learning, preparing you to successfully build and
Learn how to build a real-world serverless application in the cloud that's reliable, secure, maintainable, and scalable. If you have experience building web applications on traditional infrastructure, this hands-on guide shows you how to get started with Cloud Run, a container-based serverless
A comprehensive, practical guide to
This book is designed to help you navigate the challenges and joys of building and maintaining a healthy restorative ecosystem in your school, while providing concrete tools and real-world stories to guide you through the process. Traditional methods of discipline are commonly found to be
The most comprehensive and practical guide available to the extraordinary healing powers of natural medicine. From the world-renowned naturopathic doctors and bestselling authors of The Encyclopedia of Healing Foods comes the authoritative third edition of the classic reference work, revised and
Cut through the mystique to learn the real drivers of great school leadershipLeverage Leadership 2.0 answers the basic question: what do great school leaders do that separates them from the rest? Rooted in the observation and training of over 20,000 school leaders worldwide, Leverage Leadership 2.0
BUSINESS ETHICS, 9th Edition is a comprehensive and practical guide that will help you with real life ethical issues that rise in the business world. It will assist you through the process of developing the critical thinking and analytical skills needed to successfully navigate the unique set of
Through templates and real-world examples, this step-by-step guide clearly illustrates what good and bad data look like in order to give students the confidence in how to assess and critique data quality, while showing them how to build an effective survey around their research questions. Survey
OpenStack is today's leading technology for building and integrating public and private clouds. Common OpenStack Deployments is a complete, practical guide to deploying OpenStack and understanding its internals. Key project contributor Elizabeth Joseph, with expert implementer Matt Fischer, shares
Learn to create a custom languageApply DSLs to mobile apps development, game development, and moreDiscover the role of DSLs in cloud
Offering guidance and inspiration to English literature instructors, this book faces the challenges of real-life teaching and the contemporary higher education classroom head on. Whether you're teaching in a community college, a state school, a liberal arts college, or an Ivy League institution,
Get a comprehensive understanding of gRPC fundamentals through real-world examples. With this practical guide, you'll learn how this high-performance interprocess communication protocol is capable of connecting polyglot services in microservices architecture, while providing a rich framework for
NVIDIA's Full-Color Guide to Deep Learning: All You Need to Get Started and Get Results 'To enable everyone to be part of this historic revolution requires the democratization of AI knowledge and resources. This book is timely and relevant towards accomplishing these lofty goals.' -- From the
Recommended by the World Health Organisation and perennial winner of the US News Best Diet Awards, the Mediterranean Diet is well-established as an evidence-based pattern of eating which can contribute significantly to a long and healthy life. Yet all too often the Mediterranean Diet is described
The Truth about Angels is the ultimate practical guide to connecting with celestial
CO-PUBLISHED BY ROUTLEDGE AND THE NATIONAL COUNCIL OF TEACHERS OF ENGLISHGrammar to Get Things Done offers a fresh lens on grammar and grammar instruction, designed for middle and secondary pre-service and in-service English teachers. It shows how form, function, and use can help teachers move away