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Deep Learning for Natural Language Processing: Creating Neural Networks with Python - Sumit Pandey,Karan Jain,Palash Goyal

Sumit Pandey, Karan Jain, Palash Goyal

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Kirjoita arvostelu
englanti
2018-06-27
75,06 € 100,08 €

-25% koodilla BOOKS

Pehmeäkantinen 100,08 € Kovakantinen
Toimittajalla varastossa

Toimitus 12-18 arkipäivässä

30 päivän palautusoikeus

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. Yoüll 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 ba ... Täydellinen kuvaus

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Kuvaus

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.
Yoüll 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. Deep Learning for Natural Language Processing follows a progressive approach and combines all the knowledge you have gained to build a question-answer chatbot system.
This 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.
What You Will Learn
Gain the fundamentals of deep learning and its mathematical prerequisites Discover deep learning frameworks in Python Develop a chatbot Implement a research paper on sentiment classification
Who This Book Is For
Software developers who are curious to try out deep learning with NLP.

Lisätietoja

Kirjoittaja Sumit Pandey, Karan Jain, Palash Goyal
Julkaisija Apress
Julkaisuvuosi 2018
Kannen tyyppi Pehmeäkantinen
EAN 9781484236840
Kirjoita oma arvostelusi
Arvostelet: Deep Learning for Natural Language Processing: Creating Neural Networks with Python
Arvostelusi:

Goodreads-arvostelut

75,06 € 100,08 €