{"product_id":"natural-language-processing-with-tensorflow-thushan-ganegedara-9781788478311","title":"Natural Language Processing with TensorFlow: Teach language to machines using Python's deep learning library","description":"\u003cp\u003e\u003cstrong\u003eWrite modern natural language processing applications using deep learning algorithms and TensorFlow\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eFocuses on more efficient natural language processing using TensorFlow\u003c\/li\u003e\n\u003cli\u003eCovers NLP as a field in its own right to improve understanding for choosing TensorFlow tools and other deep learning approaches\u003c\/li\u003e\n\u003cli\u003eProvides choices for how to process and evaluate large unstructured text datasets\u003c\/li\u003e\n\u003cli\u003eLearn to apply the TensorFlow toolbox to specific tasks in the most interesting field in artificial intelligence\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eNatural 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 unstructured data in today's data streams, and apply these tools to specific NLP tasks.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThushan Ganegedara starts by giving you a grounding in NLP and TensorFlow basics. You'll then learn how to use Word2vec, including advanced extensions, to create word embeddings that turn sequences of words into vectors accessible to deep learning algorithms. Chapters on classical deep learning algorithms, like convolutional neural networks (CNN) and recurrent neural networks (RNN), demonstrate important NLP tasks as sentence classification and language generation. You will learn how to apply high-performance RNN models, like long short-term memory (LSTM) cells, to NLP tasks. You will also explore neural machine translation and implement a neural machine translator.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eAfter reading this book, you will gain an understanding of NLP and you'll have the skills to apply TensorFlow in deep learning NLP applications, and how to perform specific NLP tasks.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eCore concepts of NLP and various approaches to natural language processing\u003c\/li\u003e\n\u003cli\u003eHow to solve NLP tasks by applying TensorFlow functions to create neural networks\u003c\/li\u003e\n\u003cli\u003eStrategies to process large amounts of data into word representations that can be used by deep learning applications\u003c\/li\u003e\n\u003cli\u003eTechniques for performing sentence classification and language generation using CNNs and RNNs\u003c\/li\u003e\n\u003cli\u003eAbout employing state-of-the art advanced RNNs, like long short-term memory, to solve complex text generation tasks\u003c\/li\u003e\n\u003cli\u003eHow to write automatic translation programs and implement an actual neural machine translator from scratch\u003c\/li\u003e\n\u003cli\u003eThe trends and innovations that are paving the future in NLP\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for Python developers with a strong interest in deep learning, who want to learn how to leverage TensorFlow to simplify NLP tasks. Fundamental Python skills are assumed, as well as some knowledge of machine learning and undergraduate-level calculus and linear algebra. No previous natural language processing experience required, although some background in NLP or computational linguistics will be helpful.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Thushan Ganegedara\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1788478312\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781788478311\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/31\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 472\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.77lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.95d\u003c\/p\u003e","brand":"Thushan Ganegedara","offers":[{"title":"Paperback","offer_id":44077387874559,"sku":"9781788478311","price":43.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_cdfec822-599c-48e7-80af-854075c49f34.jpg?v=1685469699","url":"https:\/\/www.whiterainbookhouse.com\/products\/natural-language-processing-with-tensorflow-thushan-ganegedara-9781788478311","provider":"WR Book House","version":"1.0","type":"link"}