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Deep Learning : A Practitioners Approach
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Deep Learning : A Practitioners Approach

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Deep Learning : A Practitioners Approach

Josh Patterson Adam Gibson

Published by Shroff Publishers & Distributors | Language - English | Binding - Paper Back

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` 1475 (5% off) ` 1401

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Description

About the Book: Deep Learning

Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning-especially deep neural networks-make a real difference in your organization? This hands-on guide not only provides the most practical information available on the subject, but also helps you get started building efficient deep learning networks. Authors Adam Gibson and Josh Patterson provide theory on deep learning before introducing their open-source Deeplearning4j (DL4J) library for developing production-class workflows. Through real-world examples, youll learn methods and strategies for training deep network architectures and running deep learning workflows on Spark and Hadoop with DL4J.

Dive into machine learning concepts in general, as well as deep learning in particular.

Understand how deep networks evolved from neural network fundamentals.

Explore the major deep network architectures, including Convolutional and Recurrent.

Learn how to map specific deep networks to the right problem.

Walk through the fundamentals of tuning general neural networks and specific deep network architectures.

Use vectorization techniques for different data types with DataVec, DL4Js workflow tool.

Learn how to use DL4J natively on Spark and Hadoop

Details

Book: Deep Learning : A Practitioners Approach
Author: , ,
ISBN-13: 9789352136049
Product Code EBK0408825
Binding: Paper Back
Publishing Date: 2017-09
Publisher: Shroff Publishers & Distributors
Number of Pages: 532
Language: English

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