{"product_id":"9781617296420","title":"Real-World Natural Language Processing: Practical applications with deep learning","description":"\u003ctable\u003e\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd style=\"\"\u003e\u003cstrong\u003eAuthor\/Contributor(s):\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd style=\"\"\u003eHagiwara, Masato\u003cbr\u003e\n\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd style=\"\"\u003e\u003cstrong\u003ePublisher:\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003eManning\u003cbr\u003e\n\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd style=\"\"\u003e\u003cstrong\u003eDate:\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd\u003e12\/14\/2021\u003cbr\u003e\n\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd style=\"\"\u003e\u003cstrong\u003eBinding:\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd style=\"\"\u003ePaperback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd style=\"\"\u003e\u003cstrong\u003eCondition:\u003c\/strong\u003e\u003c\/td\u003e\n\u003ctd style=\"\"\u003eNEW\u003cbr\u003e\n\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\u003c\/table\u003e\u003cb\u003e\u003ci\u003eReal-world Natural Language Processing\u003c\/i\u003e shows you how to build the practical NLP applications that are transforming the way humans and computers work together.\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eIn \u003ci\u003eReal-world Natural Language Processing\u003c\/i\u003e you will learn how to:\u003cbr\u003e\u003cbr\u003eDesign, develop, and deploy useful NLP applications\u003cbr\u003eCreate named entity taggers\u003cbr\u003eBuild machine translation systems\u003cbr\u003eConstruct language generation systems and chatbots\u003cbr\u003eUse advanced NLP concepts such as attention and transfer learning\u003cbr\u003e\u003cbr\u003e\u003ci\u003eReal-world Natural Language Processing\u003c\/i\u003e teaches you how to create practical NLP applications without getting bogged down in complex language theory and the mathematics of deep learning. In this engaging book, you’ll explore the core tools and techniques required to build a huge range of powerful NLP apps, including chatbots, language detectors, and text classifiers.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the technology\u003c\/b\u003e\u003cbr\u003eTraining computers to interpret and generate speech and text is a monumental challenge, and the payoff for reducing labor and improving human\/computer interaction is huge! Th e field of Natural Language Processing (NLP) is advancing rapidly, with countless new tools and practices. This unique book offers an innovative collection of NLP techniques with applications in machine translation, voice assistants, text generation, and more.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the book\u003c\/b\u003e\u003cbr\u003e\u003ci\u003eReal-world Natural Language Processing\u003c\/i\u003e 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, you’ll use Python and open source libraries like AllenNLP and HuggingFace Transformers to speed up your development process.\u003cbr\u003e\u003cbr\u003eWhat's inside\u003cbr\u003e\u003cbr\u003eDesign, develop, and deploy useful NLP applications\u003cbr\u003eCreate named entity taggers\u003cbr\u003eBuild machine translation systems\u003cbr\u003eConstruct language generation systems and chatbots\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the reader\u003c\/b\u003e\u003cbr\u003eFor Python programmers. No prior machine learning knowledge assumed.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eMasato Hagiwara\u003c\/b\u003e received his computer science PhD from Nagoya University in 2009. He has interned at Google and Microsoft Research, and worked at Duolingo as a Senior Machine Learning Engineer. He now runs his own research and consulting company.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003ePART 1 BASICS\u003cbr\u003e1 Introduction to natural language processing\u003cbr\u003e2 Your first NLP application\u003cbr\u003e3 Word and document embeddings\u003cbr\u003e4 Sentence classification\u003cbr\u003e5 Sequential labeling and language modeling\u003cbr\u003ePART 2 ADVANCED MODELS\u003cbr\u003e6 Sequence-to-sequence models\u003cbr\u003e7 Convolutional neural networks\u003cbr\u003e8 Attention and Transformer\u003cbr\u003e9 Transfer learning with pretrained language models\u003cbr\u003ePART 3 PUTTING INTO PRODUCTION\u003cbr\u003e10 Best practices in developing NLP applications\u003cbr\u003e11 Deploying and serving NLP applications","brand":"Manning","offers":[{"title":"Default Title","offer_id":48176684826879,"sku":"9781617296420","price":59.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0452\/0886\/2873\/files\/Jacket_443e65d9-d37d-4649-a5ff-7aa1c3ee7b49.jpg?v=1771351362","url":"https:\/\/massivebookshop.com\/products\/9781617296420","provider":"MASSIVE BOOKSHOP","version":"1.0","type":"link"}