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Deep Learning with Keras, Brand New, Free shipping in the US
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eBay item number:384702193309
Item specifics
- Condition
- Book Title
- Deep Learning with Keras
- ISBN
- 9781787128422
- EAN
- 9781787128422
- Publication Year
- 2017
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Subject Area
- Computers
- Publication Name
- Deep Learning with Keras
- Publisher
- Packt Publishing, The Limited
- Subject
- Neural Networks, Intelligence (Ai) & Semantics, Data Processing, Programming Languages / Python
- Number of Pages
- 318 Pages
About this product
Product Information
Get to grips with the basics of Keras to implement fast and efficient deep-learning modelsAbout This Book* Implement various deep-learning algorithms in Keras and see how deep-learning can be used in games* See how various deep-learning models and practical use-cases can be implemented using Keras* A practical, hands-on guide with real-world examples to give you a strong foundation in KerasWho This Book Is ForIf you are a data scientist with experience in machine learning or an AI programmer with some exposure to neural networks, you will find this book a useful entry point to deep-learning with Keras. A knowledge of Python is required for this book.What You Will Learn* Optimize step-by-step functions on a large neural network using the Backpropagation Algorithm* Fine-tune a neural network to improve the quality of results* Use deep learning for image and audio processing* Use Recursive Neural Tensor Networks (RNTNs) to outperform standard word embedding in special cases* Identify problems for which Recurrent Neural Network (RNN) solutions are suitable* Explore the process required to implement Autoencoders* Evolve a deep neural network using reinforcement learningIn DetailThis book starts by introducing you to supervised learning algorithms such as simple linear regression, the classical multilayer perceptron and more sophisticated deep convolutional networks. You will also explore image processing with recognition of hand written digit images, classification of images into different categories, and advanced objects recognition with related image annotations. An example of identification of salient points for face detection is also provided. Next you will be introduced to Recurrent Networks, which are optimized for processing sequence data such as text, audio or time series. Following that, you will learn about unsupervised learning algorithms such as Autoencoders and the very popular Generative Adversarial Networks (GAN). You will also explore non-traditional uses of neural networks as Style Transfer.Finally, you will look at Reinforcement Learning and its application to AI game playing, another popular direction of research and application of neural networks.Style and approachThis book is an easy-to-follow guide full of examples and real-world applications to help you gain an in-depth understanding of Keras. This book will showcase more than twenty working Deep Neural Networks coded in Python using Keras.
Product Identifiers
Publisher
Packt Publishing, The Limited
ISBN-10
1787128423
ISBN-13
9781787128422
eBay Product ID (ePID)
237413010
Product Key Features
Publication Year
2017
Subject
Neural Networks, Intelligence (Ai) & Semantics, Data Processing, Programming Languages / Python
Number of Pages
318 Pages
Language
English
Publication Name
Deep Learning with Keras
Type
Textbook
Subject Area
Computers
Format
Trade Paperback
Additional Product Features
Dewey Edition
23
Illustrated
Yes
Dewey Decimal
006.32
Lc Classification Number
Qa76.87.G8 2017
Copyright Date
2017
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:384702193309
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Hermoso libro..!!!!!.. Muy bien cuidado e impecable empaquetado para envío. Realmente vale cada dólar gastado en el. Manejo y envío muy profesional. Excelente vendedor. Lo recomiendo por la calidad de sus productos, los precios, la comunicación sobre el desarrollo de mi orden y el manejo y envio. Gran experiencia de compra con este vendedor.
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