Neural Networks with Keras Cookbook: Over 70 recipes leveraging deep learning techniques across image, text, audio, and game bots
Author:   V Kishore Ayyadevara
Publisher:   Packt Publishing Limited
ISBN:  

9781789346640


Pages:   568
Publication Date:   28 February 2019
Format:   Paperback
Availability:   Available To Order   Availability explained
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Neural Networks with Keras Cookbook: Over 70 recipes leveraging deep learning techniques across image, text, audio, and game bots


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Author:   V Kishore Ayyadevara
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781789346640


ISBN 10:   1789346649
Pages:   568
Publication Date:   28 February 2019
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Building a neural network with Tensorflow and Keras Building a deep neural network Applications of deep feed forward neural networks Building a deep convolutional neural networ Transfer Learning Object detection and localization Applications of image analysis in self-driving car Image generation Encoding inputs Text analysis using word vectors Building a Recurrent neural Network Applications of many to one architecture based RNN Sequence to Sequence learning End to end learning Audio analysis Reinforcement learning

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Author Information

V Kishore Ayyadevara leads a team focused on using AI to solve problems in the healthcare space. He has 10 years' experience in data science, solving problems to improve customer experience in leading technology companies. In his current role, he is responsible for developing a variety of cutting edge analytical solutions that have an impact at scale while building strong technical teams. Prior to this, Kishore authored three books — Pro Machine Learning Algorithms, Hands-on Machine Learning with Google Cloud Platform, and SciPy Recipes. Kishore is an active learner with keen interest in identifying problems that can be solved using data, simplifying the complexity and in transferring techniques across domains to achieve quantifiable results.

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