AI Publishing, 2020. — 350 p. — ISBN 173479013X, 9781734790139. Natural Language Processing Crash Course for Beginners Artificial Intelligence (AI) isn’t the latest fad! The reason is AI has been around since 1956, and its relevance is evident in every field today. Artificial Intelligence incorporates human intelligence into machines. Machine Learning (ML), a branch of AI,...
AI Publishing, 2020. — 350 p. — ISBN 173479013X, 9781734790139. Natural Language Processing Crash Course for Beginners Artificial Intelligence (AI) isn’t the latest fad! The reason is AI has been around since 1956, and its relevance is evident in every field today. Artificial Intelligence incorporates human intelligence into machines. Machine Learning (ML), a branch of AI,...
AI Publishing, 2020. — 350 p. — ISBN 173479013X, 9781734790139. Natural Language Processing Crash Course for Beginners Artificial Intelligence (AI) isn’t the latest fad! The reason is AI has been around since 1956, and its relevance is evident in every field today. Artificial Intelligence incorporates human intelligence into machines. Machine Learning (ML), a branch of AI,...
BPB Publications, 2021. — 164 p. — ISBN 978-93-90684-625. This book provides a solid foundation for 'Natural Language Processing' with pragmatic explanation and implementation of a wide variety of industry wide scenarios. After reading this book, one can simply jump to solve real world problems and join the league of NLP developers. It starts with the introduction of Natural...
Manning Publications Co, 2021. — 266 p. — ISBN 9 9781617297267. Transfer Learning for Natural Language Processing gets you up to speed with the relevant ML concepts before diving into the cutting-edge advances that are defining the future of NLP. Building and training deep learning models from scratch is costly, time-consuming, and requires massive amounts of data. To address...
Packt Publishing, 2014. — 309 p. — ISBN10: 1783284676, ISBN13: 978-1783284672. This book is for experienced Java developers with NLP needs, whether academics, industrialists, or hobbyists. A basic knowledge of NLP terminology will be beneficial. NLP is at the core of web search, intelligent personal assistants, marketing, and much more, and LingPipe is a toolkit for processing...
Springer, 2024. — xii, 158 p. — (Synthesis Lectures on Human Language Technologies) — ISBN 978-3-031-43259-0, 978-3-031-43260-6. This book explores the cognitive plausibility of computational language models and why it’s an important factor in their development and evaluation. The authors present the idea that more can be learned about cognitive plausibility of computational...
O’Reilly Media, 2018. — 350 p. — ISIN 1491963042. From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking...
O’Reilly Media, 2018. — 332 p. From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking natural language is...
O’Reilly Media, 2018. — 332 p. From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking natural language is...
Morgan & Claypool Publishers, 2012. — 180 p. Sentiment analysis and opinion mining is the field of study that analyzes people's opinions, sentiments, evaluations, attitudes, and emotions from written language. It is one of the most active research areas in natural language processing and is also widely studied in data mining, Web mining, and text mining. In fact, this research...
O’Reilly, 2009. — 504 p. This is a book about Natural Language Processing. By natural language we mean a language that is used for everyday communication by humans; languages such as English, Hindi, or Portuguese. In contrast to artificial languages such as programming languages and mathematical notations, natural languages have evolved as they pass from generation to...
O’Reilly, 2009. — 504 p. — ISBN: 978-0-596-51649-9. This is a book about Natural Language Processing. By natural language we mean a language that is used for everyday communication by humans; languages such as English, Hindi, or Portuguese. In contrast to artificial languages such as programming languages and mathematical notations, natural languages have evolved as they pass...
Mercury Learning and Information, 2021. — 789 p. — ISBN 978-1-68392-618-4. This book is for developers who are looking for an introduction to basic concepts in NLP and machine learning. Numerous code samples and listings are included to support myriad topics. The first two chapters contain introductory material for NumPy and Pandas, followed by chapters on NLP concepts,...
Rotem Dror, Lotem Peled-Cohen, Segev Shlomov, Roi Reichart. — Morgan & Claypool, 2020. — 116 p. — ISBN: 978-1681737973. Data-driven experimental analysis has become the main evaluation tool of Natural Language Processing (NLP) algorithms. In fact, in the last decade, it has become rare to see an NLP paper, particularly one that proposes a new algorithm, that does not include...
Cambridge: Cambridge University Press, 2022. — 96 p. Corpus analysis can be expanded and scaled up by incorporating computational methods from natural language processing. This Element shows how text classification and text similarity models can extend our ability to undertake corpus linguistics across very large corpora. These computational methods are becoming increasingly...
3rd Edition. — Morgan & Claypool Publishers, 2020. — 219 p. — (Synthesis Lectures on Human Language Technologies). — ISBN: 978-1681738116. In recent years, online social networking has revolutionized interpersonal communication. The newer research on language analysis in social media has been increasingly focusing on the latter’s impact on our daily lives, both on a personal...
Morgan & Claypool Publishers, 2015. — 168 p. — (Synthesis Lectures on Human Language Technologies). — ISBN10: 1627053883, 13 978-1627053884. This book presents the state-of-the-art in research and empirical studies in the field of Natural Language Processing (NLP) for the semantic analysis of social media data. Over the past few years, online social networking sites have...
Springer, 2023. — 801 p. — ISBN 981165171X. The field of natural language processing (NLP) is one of the most important and useful application areas of artificial intelligence. NLP is now rapidly evolving, as new methods and toolsets converge with an ever-expanding wealth of available data. This state-of-the-art handbook addresses all aspects of formal analysis for natural...
Mercury Learning and Information, 2021. — 333 p. — ISBN 978-1-68392-666-5. With the rise in data science development, we now have many remarkable techniques and tools to extend data analysis from numeric and categorical data to textual data. Sifting through the open\-ended responses from a survey, for example, was an arduous process when performed by hand. Using a case study...
Packt Publishing, 2018. — 472 p. — ISBN: 1788478312. Natural language processing (NLP) supplies the majority of data available to deep learning applications, while TensorFlow is the most important deep learning framework currently available. Natural Language Processing with TensorFlow brings TensorFlow and NLP together to give you invaluable tools to work with the immense...
Packt, 2018. — 472 p. — ISBN: 978-1-78847-831-1 Natural language processing (NLP) supplies the majority of data available to deep learning applications, while TensorFlow is the most important deep learning framework currently available. Natural Language Processing with TensorFlow brings TensorFlow and NLP together to give you invaluable tools to work with the immense volume of...
2nd ed. — Birmingham: Packt Publishing, 2022. — 514 p. — ISBN: 1838641351. From introductory NLP tasks to Transformer models, this new edition teaches you to utilize powerful TensorFlow APIs to implement end-to-end NLP solutions driven by performant ML (Machine Learning) models. Key Features Learn to solve common NLP problems effectively with TensorFlow 2.x. Implement...
2nd Edition. — Packt, 2022. — 514 p. — ISBN 1838641351, 9781838641351. From introductory NLP tasks to Transformer models, this new edition teaches you to utilize powerful TensorFlow APIs to implement end-to-end NLP solutions driven by performant ML (Machine Learning) models Key Features Learn to solve common NLP problems effectively with TensorFlow 2.x Implement end-to-end data...
Springer-Verlag Berlin Heidelberg, 2013. — 394 p. — ISBN: 978-3-642-35084-9, ISBN: 978-3-642-35085-6 (eBook). In the last years, researchers from a variety of computer science fields including computer vision, language processing, and distributed computing have begun to investigate how collaborative approaches to the construction of information resources can improve the...
Manning Publications Co., 2021. — 337 p. — ISBN 978-1617296420. Real-world Natural Language Processing shows you how to build the practical NLP applications that are transforming the way humans and computers work together. Guided by clear explanations of each core NLP topic, you’ll create many interesting applications including a sentiment analyzer and a chatbot. Along the way,...
Manning Publications Co., 2021. — 337 p. — ISBN 978-1617296420. Real-world Natural Language Processing shows you how to build the practical NLP applications that are transforming the way humans and computers work together. Guided by clear explanations of each core NLP topic, you’ll create many interesting applications including a sentiment analyzer and a chatbot. Along the way,...
Springer, 2024. — 542 p. — ISBN 3031272250. Natural Language Processing is the branch of Artificial Intelligence involving language, be it in spoken or written modality. Teaching Natural Language Processing (NLP) is difficult because of its inherent connections with other disciplines, such as Linguistics, Cognitive Science, Knowledge Representation, Machine Learning, Data...
Independently published, Tommy Hogan. 2023. — 179 р. — (Серия: LLMs for Beginners to Experts) Experience the Future of Language Processing with "The Transformer Architecture: A Practical Guide to Natural Language Processing". This book is a comprehensive guide that covers everything you need to know to get started with Transformers, from the basics to advanced topics. The book...
Springer, 2019. — 348 p. The research described in this book shows that conversation analysis can effectively model dialogue. Specifically, this work shows that the multidisciplinary field of communicative ICALL may greatly benefit from including Conversation Analysis. As a consequence, this research makes several contributions to the related research disciplines, such as...
Manning Publications Co., 2013. - 322 pages. На англ. языке. Taming Text is a hands-on, example-driven guide to working with unstructured text in the context of real-world applications. This book explores how to automatically organize text using approaches such as full-text search, proper name recognition, clustering, tagging, information extraction, and summarization. The book...
Manning Publications Co., 2013. - 322 pages. На англ. языке. Taming Text is a hands-on, example-driven guide to working with unstructured text in the context of real-world applications. This book explores how to automatically organize text using approaches such as full-text search, proper name recognition, clustering, tagging, information extraction, and summarization. The book...
Apress, 2022. — 169 p. This book covers Transformer architecture and its relevance in natural language processing (NLP). It starts with an introduction to NLP and a progression of language models from n-grams to a Transformer-based architecture. Next, it offers some basic Transformers examples using the Google colab engine. Then, it introduces the Hugging Face ecosystem and the...
Apress Media LLC, 2022. — 169 p. — ISBN-13: 978-1-4842-8843-6. This book covers Transformer architecture and its relevance in natural language processing (NLP). It starts with an introduction to NLP and a progression of language models from n-grams to a Transformer-based architecture. Next, it offers some basic Transformers examples using the Google colab engine. Then, it...
Manning Publications, 2022. - 457 p. - ISBN 1617296767. Hit the ground running with this in-depth introduction to the NLP skills and techniques that allow your computers to speak human. In Getting Started with Natural Language Processing you’ll learn about: Fundamental concepts and algorithms of NLP. Useful Python libraries for NLP. Building a search algorithm. Extracting...
Manning Publications, 2022. — 458 p. — ISBN 978-1617296765. Hit the ground running with this in-depth introduction to the NLP skills and techniques that allow your computers to speak human. InGetting Started with Natural Language Processing you’ll learn about: Fundamental concepts and algorithms of NLP Useful Python libraries for NLP Building a search algorithm Extracting...
Manning Publications. — 2024. — 272 р. — ISBN 9781633437883. This book will take you on a fascinating journey through the applications of Transformers, which have, in recent years, evolved from their initial use in natural language processing (NLP) to a wide array of domains. These include, but is not limited to, computer vision, speech recognition, reinforcement learning,...
O’Reilly Media, 2022. — 151 p. — ISBN 13 978-1-098-11362-9. GPT-3: NLP with LLMs is a unique, pragmatic take on Generative Pre-trained Transformer 3, the famous AI language model launched by OpenAI in 2020. This model is capable of tackling a wide array of tasks, like conversation, text completion, and even coding with stunningly good performance. Since its launch, the API has...
O’Reilly Media, 2022. — 202 p. — ISBN 13: 978-1-098-11362-9. GPT-3: NLP with LLMs is a unique, pragmatic take on Generative Pre-trained Transformer 3, the famous AI language model launched by OpenAI in 2020. This model is capable of tackling a wide array of tasks, like conversation, text completion, and even coding with stunningly good performance. Since its launch, the API has...
O’Reilly Media, 2022. — 202 p. — ISBN 13: 978-1-098-11362-9. GPT-3: NLP with LLMs is a unique, pragmatic take on Generative Pre-trained Transformer 3, the famous AI language model launched by OpenAI in 2020. This model is capable of tackling a wide array of tasks, like conversation, text completion, and even coding with stunningly good performance. Since its launch, the API has...
O’Reilly Media, 2022. — 202 p. — ISBN 13: 978-1-098-11362-9. GPT-3: NLP with LLMs is a unique, pragmatic take on Generative Pre-trained Transformer 3, the famous AI language model launched by OpenAI in 2020. This model is capable of tackling a wide array of tasks, like conversation, text completion, and even coding with stunningly good performance. Since its launch, the API has...
2nd edition. — Apress, 2021. — 302 p. — ISBN 978-1-4842-7350-0. Focus on implementing end-to-end projects using Python and leverage state-of-the-art algorithms. This book teaches you to efficiently use a wide range of natural language processing (NLP) packages to: implement text classification, identify parts of speech, utilize topic modeling, text summarization, sentiment...
Apress Media LLC, 2022. — 227 p. — ISBN-13: 978-1-4842-7385-2. Leverage machine learning and deep learning techniques to build fully-fledged natural language processing (NLP) projects. Projects throughout this book grow in complexity and showcase methodologies, optimizing tips, and tricks to solve various business problems. You will use modern Python libraries and algorithms to...
Apress, 2019. — 253 p. Implement natural language processing applications with Python using a problem-solution approach. This book has numerous coding exercises that will help you to quickly deploy natural language processing techniques, such as text classification, parts of speech identification, topic modeling, text summarization, text generation, entity extraction, and...
Apress, 2019. — 253 p. Implement natural language processing applications with Python using a problem-solution approach. This book has numerous coding exercises that will help you to quickly deploy natural language processing techniques, such as text classification, parts of speech identification, topic modeling, text summarization, text generation, entity extraction, and...
2nd Edition. — Apress Media LL., 2021. — 302 p. — ISBN-13 (electronic): 978-1-4842-7351-7. Focus on implementing end-to-end projects using Python and leverage state-of-the-art algorithms. This book teaches you to efficiently use a wide range of natural language processing (NLP) packages to: implement text classification, identify parts of speech, utilize topic modeling, text...
2nd Edition. — Apress Media LL., 2021. — 302 p. — ISBN-13 (electronic): 978-1-4842-7351-7. Focus on implementing end-to-end projects using Python and leverage state-of-the-art algorithms. This book teaches you to efficiently use a wide range of natural language processing (NLP) packages to: implement text classification, identify parts of speech, utilize topic modeling, text...
2nd edition. — Apress, 2021. — 302 p. — ISBN 978-1-4842-7350-0. Focus on implementing end-to-end projects using Python and leverage state-of-the-art algorithms. This book teaches you to efficiently use a wide range of natural language processing (NLP) packages to: implement text classification, identify parts of speech, utilize topic modeling, text summarization, sentiment...
2nd ed. — Manning Publications, 2025. — 718 p. — ISBN 1617299448. Develop your NLP skills from scratch, with an open source toolbox of Python packages, Transformers, Hugging Face, vector databases, and your own Large Language Models. Natural Language Processing in Action, Second Edition has helped thousands of data scientists build machines that understand human language. In...
Manning Publications, 2022. — 479 p. Develop your NLP skills from scratch! This revised bestseller now includes coverage of the latest Python packages, Transformers, the HuggingFace packages, and chatbot frameworks. In Natural Language Processing in Action, Second Edition you will learn how to Process, analyze, understand, and generate natural language text Build...
Manning Publications, 2022. — 479 p. Develop your NLP skills from scratch! This revised bestseller now includes coverage of the latest Python packages, Transformers, the HuggingFace packages, and chatbot frameworks. In Natural Language Processing in Action, Second Edition you will learn how to Process, analyze, understand, and generate natural language text Build...
2nd Edition. — Manning Publications, 2025. — 688 p. — ISBN 978-1617299445. Develop your NLP skills from scratch, with an open source toolbox of Python packages, Transformers, Hugging Face, vector databases, and your own Large Language Models. Natural Language Processing in Action, Second Edition has helped thousands of data scientists build machines that understand human...
2nd Edition. — Manning Publications, 2025. — 688 p. — ISBN 978-1617299445. Develop your NLP skills from scratch, with an open source toolbox of Python packages, Transformers, Hugging Face, vector databases, and your own Large Language Models. Natural Language Processing in Action, Second Edition has helped thousands of data scientists build machines that understand human...
2nd Edition. — Manning Publications, 2025. — 688 p. — ISBN 978-1617299445. Develop your NLP skills from scratch, with an open source toolbox of Python packages, Transformers, Hugging Face, vector databases, and your own Large Language Models. Natural Language Processing in Action, Second Edition has helped thousands of data scientists build machines that understand human...
Springer, 2023. - 453 p. - ISBN 9819919983. This textbook presents an up-to-date and comprehensive overview of Natural Language Processing (NLP) , from basic concepts to core algorithms and key applications. Further, it contains seven step-by-step NLP workshops (total length: 14 hours) offering hands-on practice with essential Python tools like NLTK, spaCy, TensorFlow Kera,...
Springer Singapore, 2023. — 437 p. — eBook ISBN:978-981-99-1999-4. Up-to-date textbook on the basic concepts of Natural Language Processing Discusses the latest NLP-enabling technologies Step-by-step NLP workshops on Python implementation This textbook presents an up-to-date and comprehensive overview of Natural Language Processing (NLP), from basic concepts to core algorithms...
Morgan & Claypool, 2017. — 184 p. This book introduces core natural language processing (NLP) technologies to non-experts in an easily accessible way, as a series of building blocks that lead the user to understand key technologies, why they are required, and how to integrate them into Semantic Web applications. Natural language processing and Semantic Web technologies have...
Independently published, 2023. — 176 р. Embark on a journey into the fascinating realm of Natural Language Processing for Beginners a comprehensive guide designed for beginners eager to explore the intersection of language and technology. In this user-friendly book, we demystify the complexities of NLP, breaking down intricate concepts into digestible, step-by-step...
LazyProgrammer, 2016. — 65 p. Recently, Microsoft’s Twitter bot “Tay” was released into the wild, and quickly began making racist and hateful statements after learning from other Twitter users. The technology behind this? Natural language processing. NLP is the use of machine learning algorithms for problems that involve text. Do you ever wonder why you get much less spam in your...
Springer, 2023. — 448 p. — (Artificial Intelligence: Foundations, Theory, and Algorithms). — ISBN 978-3-031-23189-6. Базовые модели обработки естественного языка: предварительно обученные языковые модели с интеграцией медиа This book provides a comprehensive overview of the state of the art in research and applications of Foundation Models and is intended for readers familiar...
O’Reilly, 2023. — 44 p. Transformer-based language models are powerful tools for solving a variety of language tasks and represent a phase shift in the field of natural language processing. But the transition from demos and prototypes to full-fledged applications has been slow. With this book, you'll learn the tools, techniques, and playbooks for building useful products that...
O’Reilly Media, 2021. — 336 p. — ISBN 978-1492062578. 2021-05-11: First Release 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...
O’Reilly Media, 2021. — 336 p. — ISBN 978-1492062578. 2021-05-11: First Release 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...
O’Reilly Media, 2021. — 336 p. — ISBN 978-1-492-06257-8. 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....
Springer-Verlag Berlin Heidelberg, 2012. — 127 p. — ISBN 978-3-642-22742-4, e-ISBN 978-3-642-22743-1. Grammars for natural languages show how sentences (and their meaning) are built up out of smaller pieces. Syntactic parsing is the task of applying a grammar to a string of words (a sentence) in order to reconstruct this structure. For example, “The dog thought there was...
Manning, 2022. — 296 p. — ISBN 9781617295447. Deep Learning for Natural Language Processing teaches you how to create advanced NLP applications using Python and the Keras deep learning library. You’ll learn to use state-of the-art tools and techniques including BERT and XLNET, multitask learning, and deep memory-based NLP. Fascinating examples give you hands-on experience with...
Manning Publications, 2022. — 325 p. — ISBN 978-1617295447. Humans do a great job of reading text, identifying key ideas, summarizing, making connections, and other tasks that require comprehension and context. Recent advances in deep learning make it possible for computer systems to achieve similar results. Deep Learning for Natural Language Processing teaches you to apply...
Manning Publications, 2022. — 325 p. — ISBN 978-1617295447. Humans do a great job of reading text, identifying key ideas, summarizing, making connections, and other tasks that require comprehension and context. Recent advances in deep learning make it possible for computer systems to achieve similar results. Deep Learning for Natural Language Processing teaches you to apply...
Manning Publications, 2022. — 325 p. — ISBN 978-1617295447. Humans do a great job of reading text, identifying key ideas, summarizing, making connections, and other tasks that require comprehension and context. Recent advances in deep learning make it possible for computer systems to achieve similar results. Deep Learning for Natural Language Processing teaches you to apply...
HYPEch.com Publishing, 2020. — 225 p. — ISBN B08P79K6Q1. With the increasing demand for In-car Systems, Health Care, Military, Telephone, and our daily life, Automatic Speech Recognition (ASR) related job market is booming right now. As the leading open source software in ASR field, Kaldi might be the best start point. We could learn all the concepts and technologies through...
HYPEch.com Publishing, 2020. — 225 p. — ISBN B08P79K6Q1. With the increasing demand for In-car Systems, Health Care, Military, Telephone, and our daily life, Automatic Speech Recognition (ASR) related job market is booming right now. As the leading open source software in ASR field, Kaldi might be the best start point. We could learn all the concepts and technologies through...
HYPEch.com Publishing, 2020. — 225 p. — ISBN B08P79K6Q1. With the increasing demand for In-car Systems, Health Care, Military, Telephone, and our daily life, Automatic Speech Recognition (ASR) related job market is booming right now. As the leading open source software in ASR field, Kaldi might be the best start point. We could learn all the concepts and technologies through...
Apress, 2021. — 192 p. — ISBN 9781484266632. Get hands-on knowledge of how BERT (Bidirectional Encoder Representations from Transformers) can be used to develop question answering (QA) systems by using natural language processing (NLP) and deep learning. The book begins with an overview of the technology landscape behind BERT. It takes you through the basics of NLP, including...
Apress, 2021. — 192 p. — ISBN 9781484266632. Get hands-on knowledge of how BERT (Bidirectional Encoder Representations from Transformers) can be used to develop question answering (QA) systems by using natural language processing (NLP) and deep learning. The book begins with an overview of the technology landscape behind BERT. It takes you through the basics of NLP, including...
Morgan & Claypool Publishers, 2021. — 123 p. — ISBN 9781636392134. This book presents a taxonomy framework and survey of methods relevant to explaining the decisions and analyzing the inner workings of Natural Language Processing (NLP) models. The book is intended to provide a snapshot of Explainable NLP, though the field continues to rapidly grow. The book is intended to be...
Apress Media LLC., 2021. — 261 p. — ISBN13: (electronic): 978-1-4842-6246-7. Work with natural language tools and techniques to solve real-world problems. This book focuses on how natural language processing (NLP) is used in various industries. Each chapter describes the problem and solution strategy, then provides an intuitive explanation of how different algorithms work and a...
Apress Media LLC., 2021. — 261 p. — ISBN13: (electronic): 978-1-4842-6246-7. Work with natural language tools and techniques to solve real-world problems. This book focuses on how natural language processing (NLP) is used in various industries. Each chapter describes the problem and solution strategy, then provides an intuitive explanation of how different algorithms work and a...
Packt Publishing, 2018. — 351 p. Work with Python and powerful open source tools such as Gensim and spaCy to perform modern text analysis, natural language processing, and computational linguistics algorithms. Modern text analysis is now very accessible using Python and open source tools, so discover how you can now perform modern text analysis in this era of textual data. This...
Independently published, 2021. — 343 p. — ASIN B09BDD12TY. Before the advent of deep learning, traditional natural language processing (NLP) approaches had been widely used in tasks such as spam filtering, sentiment classification, and part of speech (POS) tagging. These classic approaches utilized statistical characteristics of sequences such as word count and co-occurrence,...
Independently published, 2021. — 343 p. — ASIN B09BDD12TY. Before the advent of deep learning, traditional natural language processing (NLP) approaches had been widely used in tasks such as spam filtering, sentiment classification, and part of speech (POS) tagging. These classic approaches utilized statistical characteristics of sequences such as word count and co-occurrence,...
Independently published, 2021. — 343 p. — ASIN B09BDD12TY. Before the advent of deep learning, traditional natural language processing (NLP) approaches had been widely used in tasks such as spam filtering, sentiment classification, and part of speech (POS) tagging. These classic approaches utilized statistical characteristics of sequences such as word count and co-occurrence,...
Independently published, 2021. — 343 p. — ASIN B09BDD12TY. Before the advent of deep learning, traditional natural language processing (NLP) approaches had been widely used in tasks such as spam filtering, sentiment classification, and part of speech (POS) tagging. These classic approaches utilized statistical characteristics of sequences such as word count and co-occurrence,...
Selle Creative, 2023. — 169 p. Путешествие по миру с GPT: руководство цифрового кочевника по творчеству и продуктивности "Globetrotting with GPT: A Digital Nomad's Guide to Creativity and Productivity" is a must-read for anyone who wants to enhance their productivity, creativity, and personal growth as a digital nomad or remote worker. Susan Selle, a seasoned traveler and...
Selle Creative, 2023. — 169 p. Путешествие по миру с GPT: руководство цифрового кочевника по творчеству и продуктивности "Globetrotting with GPT: A Digital Nomad's Guide to Creativity and Productivity" is a must-read for anyone who wants to enhance their productivity, creativity, and personal growth as a digital nomad or remote worker. Susan Selle, a seasoned traveler and...
Apress, 2018. — 158 p. — ISBN: 1484237323. Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new algorithms. Applied...
Apress, 2018. — 158 p. — ISBN: 1484237323. Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new algorithms. Applied...
Apress, 2021. — 702 p. — ISBN 978-1484270042. Build great voice apps of any complexity for any domain by learning both the how's and why's of voice development. In this book you’ll see how we live in a golden age of voice technology and how advances in automatic speech recognition (ASR), natural language processing (NLP), and related technologies allow people to talk to...
Apress, 2021. — 702 p. — ISBN 978-1484270042. Build great voice apps of any complexity for any domain by learning both the how's and why's of voice development. In this book you’ll see how we live in a golden age of voice technology and how advances in automatic speech recognition (ASR), natural language processing (NLP), and related technologies allow people to talk to...
Packt, 2022. — 410 p. — ISBN 9781803242385. With the ever-increasing demand for machine learning and programming professionals, it's prime time to invest in the field. This book will help you in this endeavor, focusing specifically on text data and human language by steering a middle path among the various textbooks that present complicated theoretical concepts or focus...
Packt, 2022. — 410 p. — ISBN 9781803242385. With the ever-increasing demand for machine learning and programming professionals, it's prime time to invest in the field. This book will help you in this endeavor, focusing specifically on text data and human language by steering a middle path among the various textbooks that present complicated theoretical concepts or focus...
O’Reilly Media, 2022. — 409 p. Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep...
Revised Edition. — O’Reilly Media, Inc., 2022. — 406 p. — ISBN 978-1-098-13679-6. • Revision History for the Revised Edition. 2022-05-27: First Release Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this...
Revised Edition. — O’Reilly Media, Inc., 2022. — 406 p. — ISBN 978-1-098-13679-6. • Revision History for the Revised Edition. 2022-05-27: First Release Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this...
Revised Edition. — O’Reilly Media, Inc., 2022. — 406 p. — ISBN 978-1-098-13679-6. • Revision History for the Revised Edition. 2022-05-27: First Release Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this...
Revised Edition. — O’Reilly Media, Inc., 2022. — 406 p. — ISBN 978-1-098-13679-6. • Revision History for the Revised Edition. 2022-05-27: First Release Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this...
O’Reilly Media, Inc., 2022. — 417 p. — ISBN 978-1-098-10324-8. • 2022-01-26: First Release Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book shows you how to train and scale these large...
O’Reilly Media, Inc., 2022. — 417 p. — ISBN 978-1-098-10324-8. • 2022-01-26: First Release Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book shows you how to train and scale these large...
O’Reilly Media, Inc., 2022. — 417 p. — ISBN 978-1-098-10324-8. • 2022-01-26: First Release Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book shows you how to train and scale these large...
AI Sciences, 2018. — 77 p. Are you thinking of learning more about Natural Language Processing (NLP)? (For Absolute Beginners) This book is for you. It would seek to explain common terms and algorithms in an intuitive way. The authors used a progressive approach whereby we start out slowly and improve on the complexity of our solutions. This book and the accompanying examples, you...
AI Sciences, 2018. — 77 p. Are you thinking of learning more about Natural Language Processing (NLP)? (For Absolute Beginners) This book is for you. It would seek to explain common terms and algorithms in an intuitive way. The authors used a progressive approach whereby we start out slowly and improve on the complexity of our solutions. This book and the accompanying examples, you...
AI Sciences, 2018. — 77 p. Are you thinking of learning more about Natural Language Processing (NLP)? (For Absolute Beginners) This book is for you. It would seek to explain common terms and algorithms in an intuitive way. The authors used a progressive approach whereby we start out slowly and improve on the complexity of our solutions. This book and the accompanying examples, you...
AI Sciences, 2018. — 77 p. Are you thinking of learning more about Natural Language Processing (NLP)? (For Absolute Beginners) This book is for you. It would seek to explain common terms and algorithms in an intuitive way. The authors used a progressive approach whereby we start out slowly and improve on the complexity of our solutions. This book and the accompanying examples, you...
СПб.: Питер, 2021. — 256 c. — (Библиотека программиста). — ISBN 978-5-4461-1506-8. Python и spaCy помогут вам быстро и легко создавать NLP-приложения: чат-боты, сценарии для сокращения текста или инструменты принятия заказов. Вы научитесь использовать spaCy для интеллектуального анализа текста, определять синтаксические связи между словами, идентифицировать части речи, а также...
СПб.: Питер, 2021. — 256 с. — (Библиотека программиста). — ISBN 978-5-4461-1506-8. Python и spaCy помогут вам быстро и легко создавать NLP-приложения: чат-боты, сценарии для сокращения текста или инструменты принятия заказов. Вы научитесь использовать spaCy для интеллектуального анализа текста, определять синтаксические связи между словами, идентифицировать части речи, а также...
SelfPub, 2023. — 240 с. Книга представляет собой исчерпывающее руководство по применению нейросетей в различных областях анализа текста. С этой книгой читатели отправятся в увлекательное путешествие по миру искусственного интеллекта, где они узнают о бесконечных возможностях, которые предоставляют нейронные сети. Введение В мире, где информация преображается в валовый объем...
SelfPub, 2023. — 240 с. Книга представляет собой исчерпывающее руководство по применению нейросетей в различных областях анализа текста. С этой книгой читатели отправятся в увлекательное путешествие по миру искусственного интеллекта, где они узнают о бесконечных возможностях, которые предоставляют нейронные сети. Введение В мире, где информация преображается в валовый объем...
SelfPub, 2023. — 240 с. Книга представляет собой исчерпывающее руководство по применению нейросетей в различных областях анализа текста. С этой книгой читатели отправятся в увлекательное путешествие по миру искусственного интеллекта, где они узнают о бесконечных возможностях, которые предоставляют нейронные сети. Введение В мире, где информация преображается в валовый объем...
М.: Наука, 1978. — 174 с. Книга посвящена проблеме выявления основных механизмов или алгоритмов переработки информации, свойственных человеческому мозгу. Рассмотрены механизмы диалога, обеспечивающие ответ на вопросы, формирование вопросов, накопление, корректировку и обобщение информации, перевод с естественного языка на семантический и др. Для реализации этих процессов...
Диссертация на соискание учёной степени кандидата филологических наук.: 10.02.21 — «Прикладная и математическая лингвистика» — Московский государственный университет имени М.Ломоносова. — Москва: 2016. — 195 с.
Пер. с англ. И. Пальти, С. Черников. — СПб.: Питер, 2020. — 576 с.: ил. — (Для профессионалов). — ISBN: 978-5-4461-1371-2. «Обработка естественного языка в действии» — практическое руководство по обработке и генерации текстов на естественном языке. В этой книге мы снабдим вас всеми инструментами и методиками, необходимыми для создания прикладных NLP-систем с целью обеспечения...
Пер. с англ. И. Пальти, С. Черников. — СПб.: Питер, 2020. — 576 с.: ил. — (Для профессионалов). — ISBN: 978-5-4461-1371-2. «Обработка естественного языка в действии» — практическое руководство по обработке и генерации текстов на естественном языке. В этой книге мы снабдим вас всеми инструментами и методиками, необходимыми для создания прикладных NLP-систем с целью обеспечения...
Комментарии