Deep Learning for Natural Language Processing: Solve your natural language processing problems with smart deep neural networks

Karthiek Reddy Bokka

Shubhangi Hora

Tanuj Jain

Wambugu

$38.99

1.5 (2 Ratings)

Paperback Jun 2019 372 pages 1st Edition

Karthiek Reddy Bokka

Shubhangi Hora

Tanuj Jain

Wambugu

$38.99

1.5 (2 Ratings)

Paperback Jun 2019 372 pages 1st Edition

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Key benefits

Gain insights into the basic building blocks of natural language processing
Learn how to select the best deep neural network to solve your NLP problems
Explore convolutional and recurrent neural networks and long short-term memory networks

Description

Applying deep learning approaches to various NLP tasks can take your computational algorithms to a completely new level in terms of speed and accuracy. Deep Learning for Natural Language Processing starts by highlighting the basic building blocks of the natural language processing domain. The book goes on to introduce the problems that you can solve using state-of-the-art neural network models. After this, delving into the various neural network architectures and their specific areas of application will help you to understand how to select the best model to suit your needs. As you advance through this deep learning book, you’ll study convolutional, recurrent, and recursive neural networks, in addition to covering long short-term memory networks (LSTM). Understanding these networks will help you to implement their models using Keras. In later chapters, you will be able to develop a trigger word detection application using NLP techniques such as attention model and beam search. By the end of this book, you will not only have sound knowledge of natural language processing, but also be able to select the best text preprocessing and neural network models to solve a number of NLP issues.

Who is this book for?

If you’re an aspiring data scientist looking for an introduction to deep learning in the NLP domain, this is just the book for you. Strong working knowledge of Python, linear algebra, and machine learning is a must.

What you will learn

Understand various preprocessing techniques for solving deep learning problems
Build a vector representation of text using word2vec and GloVe
Create a named entity recognizer and parts-of-speech tagger with Apache OpenNLP
Build a machine translation model in Keras
Develop a text generation application using LSTM
Build a trigger word detection application using an attention model

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What do you get with Print?

Instant access to your digital copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Redeem a companion digital copy on all Print orders

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

Frequently bought together

$38.99

Hands-On Natural Language Processing with Python

$43.99

Natural Language Processing Fundamentals

$43.99

Total $ 126.97

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Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

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Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

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Unfortunately, due to several restrictions, we are unable to ship to the following countries:

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American Samoa
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Brunei Darussalam
Central African Republic
The Democratic Republic of Congo
Eritrea
Guinea-bissau
Iran
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Libiya Arab Jamahriya
Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
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Claus Jul 30, 2020

Ich behalte mir noch vor, dass Buch direkt an den Verlag zurückzuschicken, da das Druckbild der Code-Zeilen komplett unleserlich ist.Ist ja toll, dass man von Packt die Bücher jetzt (wahrscheinlich) also print on demand bekommt - nur leidet die Druckqualität so stark, so dass man bei vielen Codezeilen rätseln muss: "Was wollte der Autor mir damit sagen ... welche Buchstaben stellt diese Kritzelei dar?"

Amazon Verified review

Jen Nov 05, 2019

Lots of weird printing issues that make parts of the text unreadable.

Deep Learning for Natural Language Processing: Solve your natural language processing problems with smart deep neural networks

What do you get with Print?