{"product_id":"deep-learning-for-natural-language-processing-creating-neural-networks-with-python-9781484236840","title":"Deep Learning for Natural Language Processing: Creating Neural Networks with Python","description":"Discover the concepts of deep learning used for natural language processing (NLP), with full-fledged examples of neural network models such as recurrent neural networks, long short-term memory networks, and sequence-2-sequence models. \u003cp\u003e\u003c\/p\u003eYou'll start by covering the mathematical prerequisites and the fundamentals of deep learning and NLP with practical examples. The first three chapters of the book cover the basics of NLP, starting with word-vector representation before moving onto advanced algorithms. The final chapters focus entirely on implementation, and deal with sophisticated architectures such as RNN, LSTM, and Seq2seq, using Python tools: TensorFlow, and Keras. \u003ci\u003eDeep Learning for Natural Language Processing\u003c\/i\u003e follows a progressive approach and combines all the knowledge you have gained to build a question-answer chatbot system.\u003cbr\u003eThis book is a good starting point for people who want to get started in deep learning for NLP. All the code presented in the book will be available in the form of IPython notebooks and scripts, which allow you to try out the examples and extend them in interesting ways.\u003cbr\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eGain the fundamentals of deep learning and its mathematical prerequisites\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDiscover deep learning frameworks in Python \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDevelop a chatbot \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eImplement a research paper on sentiment classification\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003eSoftware developers who are curious to try out deep learning with NLP. \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/27\/2018\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484236840\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 277\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.92lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.62d","brand":"Palash Goyal, Sumit Pandey, Karan Jain","offers":[{"title":"Default Title","offer_id":36653264470172,"sku":"9781484236840","price":59.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_15ad2d96-06d8-40cd-b674-ae80d3aac563.jpg?v=1603881386","url":"https:\/\/pastforward.org\/products\/deep-learning-for-natural-language-processing-creating-neural-networks-with-python-9781484236840","provider":"Past Forward","version":"1.0","type":"link"}