Rajesh Arumugam Rajaling Hands-On Natural Language Proc (Paperback) (UK IMPORT)

Description: Further DetailsTitle: Hands-On Natural Language Processing with PythonCondition: NewSubtitle: A practical guide to applying deep learning architectures to your NLP applicationsISBN-10: 178913949XEAN: 9781789139495ISBN: 9781789139495Publisher: Packt Publishing LimitedFormat: PaperbackRelease Date: 07/18/2018Description: Foster your NLP applications with the help of deep learning, NLTK, and TensorFlowKey FeaturesWeave neural networks into linguistic applications across various platformsPerform NLP tasks and train its models using NLTK and TensorFlowBoost your NLP models with strong deep learning architectures such as CNNs and RNNsBook Description Natural language processing (NLP) has found its application in various domains, such as web search, advertisements, and customer services, and with the help of deep learning, we can enhance its performances in these areas. Hands-On Natural Language Processing with Python teaches you how to leverage deep learning models for performing various NLP tasks, along with best practices in dealing with today’s NLP challenges. To begin with, you will understand the core concepts of NLP and deep learning, such as Convolutional Neural Networks (CNNs), recurrent neural networks (RNNs), semantic embedding, Word2vec, and more. You will learn how to perform each and every task of NLP using neural networks, in which you will train and deploy neural networks in your NLP applications. You will get accustomed to using RNNs and CNNs in various application areas, such as text classification and sequence labeling, which are essential in the application of sentiment analysis, customer service chatbots, and anomaly detection. You will be equipped with practical knowledge in order to implement deep learning in your linguistic applications using Python's popular deep learning library, TensorFlow. By the end of this book, you will be well versed in building deep learning-backed NLP applications, along with overcoming NLP challenges with best practices developed by domain experts.What you will learnImplement semantic embedding of words to classify and find entitiesConvert words to vectors by training in order to perform arithmetic operationsTrain a deep learning model to detect classification of tweets and newsImplement a question-answer model with search and RNN modelsTrain models for various text classification datasets using CNNImplement WaveNet a deep generative model for producing a natural-sounding voiceConvert voice-to-text and text-to-voiceTrain a model to convert speech-to-text using DeepSpeechWho this book is for Hands-on Natural Language Processing with Python is for you if you are a developer, machine learning or an NLP engineer who wants to build a deep learning application that leverages NLP techniques. This comprehensive guide is also useful for deep learning users who want to extend their deep learning skills in building NLP applications. All you need is the basics of machine learning and Python to enjoy the book.Language: EnglishCountry/Region of Manufacture: GBItem Height: 93mmItem Length: 75mmAuthor: Rajesh Arumugam, Rajalingappaa ShanmugamaniGenre: Computing & InternetRelease Year: 2018 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

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Book Title: Hands-On Natural Language Processing with Python

Title: Hands-On Natural Language Processing with Python

Subtitle: A practical guide to applying deep learning architectures to your

ISBN-10: 178913949X

EAN: 9781789139495

ISBN: 9781789139495

Release Date: 07/18/2018

Release Year: 2018

Country/Region of Manufacture: GB

Item Height: 93mm

Genre: Computing & Internet

Number of Pages: 312 Pages

Language: English

Publication Name: Hands-On Natural Language Processing with Python : A Practical Guide to Applying Deep Learning Architectures to Your NLP Applications

Publisher: Packt Publishing, The Limited

Subject: Natural Language Processing, Neural Networks, Programming Languages / Python

Publication Year: 2018

Type: Textbook

Author: Rajesh Arumugam, Rajalingappaa Shanmugamani

Item Length: 3.6 in

Subject Area: Computers

Item Width: 3 in

Format: Trade Paperback