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Keras 2.x Projects

You're reading from   Keras 2.x Projects 9 projects demonstrating faster experimentation of neural network and deep learning applications using Keras

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Product type Paperback
Published in Dec 2018
Publisher Packt
ISBN-13 9781789536645
Length 394 pages
Edition 1st Edition
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Author (1):
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Giuseppe Ciaburro Giuseppe Ciaburro
Author Profile Icon Giuseppe Ciaburro
Giuseppe Ciaburro
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Table of Contents (13) Chapters Close

Preface 1. Getting Started with Keras FREE CHAPTER 2. Modeling Real Estate Using Regression Analysis 3. Heart Disease Classification with Neural Networks 4. Concrete Quality Prediction Using Deep Neural Networks 5. Fashion Article Recognition Using Convolutional Neural Networks 6. Movie Reviews Sentiment Analysis Using Recurrent Neural Networks 7. Stock Volatility Forecasting Using Long Short-Term Memory 8. Reconstruction of Handwritten Digit Images Using Autoencoders 9. Robot Control System Using Deep Reinforcement Learning 10. Reuters Newswire Topics Classifier in Keras 11. What is Next? 12. Other Books You May Enjoy

Classifying sentiment in movie reviews using an RNN

Reviews are now an integral part of the policy of any successful business sector. We're talking about the review of products, or in-depth feedback written by customers after purchasing an item, or reviews of the service offered by the company. While on the one hand, reviews can help those looking to read up before buying, on the other hand, they provide sellers with good ideas on how to improve and make themselves more attractive to customers. But above all, they feed the interaction between users, and consequently the digital word of mouth that can greatly increase a company's ranking on both social and search engines. Getting good reviews online has become crucial if you want to carry on a profitable business, big or small.

In recent years, the online reviews mechanism has radically changed the buying habits of consumers...

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