{"product_id":"natural-language-processing-with-tensorflow","title":"Natural Language Processing with TensorFlow","description":"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 unstructured data in todays data streams, and apply these tools to specific NLP tasks.Thushan Ganegedara starts  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.After 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.\u003ch5table of contents introduction how to get tensorflow work producing word embeddings with word2vec advanced sentence classification cnns language modelling rnns what is lstm applying text generation applications image caption neural machine translation nlp developments and trends appendix i linear algebra statistics the author ganegedara currently a third year ph.d. student at university sydney australia. he specializing in learning has liking for deep learning. lives dangerously runs algorithms on untested data. also works as chief data scientist assessthreat an australian start-up. got his bsc. from moratuwa sri lanka. frequently writes technical articles tutorials about additionally strives healthy lifestyle including swimming daily schedule. lstm:=\"\"\u003e\u003c\/h5table\u003e","brand":"BOOKZONE","offers":[{"title":"Default Title","offer_id":43097470238799,"sku":"9781788478311","price":2804.15,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0635\/9583\/9567\/files\/Natural-Language-Processing-with-TensorFlow-32037228150863.webp?v=1767505876","url":"https:\/\/bookzoneindia.com\/products\/natural-language-processing-with-tensorflow","provider":"BOOKZONE","version":"1.0","type":"link"}