Learn Keras for Deep Neural Networks

Learn Keras for Deep Neural Networks

Learn, understand, and implement deep neural networks in a math- and programming-friendly approach using Keras and Python. The book focuses on an end-to-end approach to developing supervised learning algorithms in regression and classification with practical business-centric use-cases implemented in Keras.

The overall book comprises three sections with two chapters in each section. The first section prepares you with all the necessary basics to get started in deep learning. Chapter 1 introduces you to the world of deep learning and its difference from machine learning, the choices of frameworks for deep learning, and the Keras ecosystem. You will cover a real-life business problem that can be solved by supervised learning algorithms with deep neural networks. You’ll tackle one use case for regression and another for classification leveraging popular Kaggle datasets.

Later, you will see an interesting and challenging part of deep learning: hyperparameter tuning; helping you further improve your models when building robust deep learning applications. Finally, you’ll further hone your skills in deep learning and cover areas of active development and research in deep learning. 

At the end of Learn Keras for Deep Neural Networks, you will have a thorough understanding of deep learning principles and have practical hands-on experience in developing enterprise-grade deep learning solutions in Keras.

You will:
Master fast-paced practical deep learning concepts with math- and programming-friendly abstractions.Design, develop, train, validate, and deploy deep neural networks using the Keras frameworkUse best practices for debugging and validating deep learning modelsDeploy and integrate deep learning as a service into a larger software service or productExtend deep learning principles into other popular frameworks

Download Now Read Online

Learn Keras For Deep Neural Networks


Learn Keras For Deep Neural Networks Download Now Read Online

Author by : Jojo Moolayil
Languange Used : en
Release Date : 2018-12-07
Publisher by : Apress






Learn Keras For Deep Neural Networks


Learn Keras For Deep Neural Networks Download Now Read Online

Author by : Jojo Moolayil
Languange Used : en
Release Date : 2019
Publisher by :






Learn Keras For Deep Neural Networks


Learn Keras For Deep Neural Networks Download Now Read Online

Author by : Jojo Moolayil
Languange Used : en
Release Date : 2019
Publisher by :






Deep Learning With Keras


Deep Learning With Keras Download Now Read Online

Author by : Antonio Gulli
Languange Used : en
Release Date : 2017-04-26
Publisher by : Packt Publishing Ltd






The Deep Learning With Keras Workshop


The Deep Learning With Keras Workshop Download Now Read Online

Author by : Matthew Moocarme
Languange Used : en
Release Date : 2020-02-28
Publisher by : Packt Publishing Ltd






Deep Learning With Tensorflow 2 And Keras


Deep Learning With Tensorflow 2 And Keras Download Now Read Online

Author by : Antonio Gulli
Languange Used : en
Release Date : 2019-12-27
Publisher by : Packt Publishing Ltd






Deep Learning


Deep Learning Download Now Read Online

Author by : Frank Millstein
Languange Used : en
Release Date : 2020-08-14
Publisher by : Frank Millstein






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