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,...
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 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. — 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...
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...
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...
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,...
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...
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...
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