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Hands-On Deep Learning with Apache Spark: Build and deploy distributed deep learning applications on Apache Spark

Book Specification

Binding Paperback
Language English
Number Of Pages 322
Author Guglielmo Iozzia
Publisher Packt Publishing Limited
Isbn-10 1788994612
Isbn-13 9781788994613
Dimension 19.05*1.85*23.5

Hands-On Deep Learning with Apache Spark: Build and deploy distributed deep learning applications on Apache Spark

Guglielmo Iozzia's Hands-On Deep Learning with Apache Spark: Build and deploy distributed deep learning applications on Apache Spark

Speed up the design and implementation of deep learning solutions using Apache Spark Key Features Explore the world of distributed deep learning with Apache Spark Train neural networks with deep learning libraries such as BigDL and TensorFlow Develop Spark deep learning applications to intelligently handle large and complex datasets Book DescriptionDeep learning is a subset of machine learning where datasets with several layers of complexity can be processed. Hands-On Deep Learning with Apache Spark addresses the sheer complexity of technical and analytical parts and the speed at which deep learning solutions can be implemented on Apache Spark. The book starts with the fundamentals of Apache Spark and deep learning. You will set up Spark for deep learning, learn principles of distributed modeling, and understand different types of neural nets. You will then implement deep learning models, such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and long short-term memory (LSTM) on Spark. As you progress through the book, you will gain hands-on experience of what it takes to understand the complex datasets you are dealing with. During the course of this book, you will use popular deep learning frameworks, such as TensorFlow, Deeplearning4j, and Keras to train your distributed models. By the end of this book, you'll have gained experience with the implementation of your models on a variety of use cases. What you will learn Understand the basics of deep learning Set up Apache Spark for deep learning Understand the principles of distribution modeling and different types of neural networks Obtain an understanding of deep learning algorithms Discover textual analysis and deep learning with Spark Use popular deep learning frameworks, such as Deeplearning4j, TensorFlow, and Keras Explore popular deep learning algorithms Who this book is forIf you are a Scala developer, data scientist, or data analyst who wants to learn how to use Spark for implementing efficient deep learning models, Hands-On Deep Learning with Apache Spark is for you. Knowledge of the core machine learning concepts and some exposure to Spark will be helpful.
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Amazon, Paperback Rs. 989.0

Why you should read Hands-On Deep Learning with Apache Spark: Build and deploy distributed deep learning applications on Apache Spark by Guglielmo Iozzia

This book has been written by Guglielmo Iozzia, who has written books like Hands-On Deep Learning with Apache Spark: Build and deploy distributed deep learning applications on Apache Spark. The books are written in Computer Science category. This book is read by people who are interested in reading books in category : Computer Science. So, if you want to explore books similar to This book, you must read and buy this book.

How long would it take for you to read Hands-On Deep Learning with Apache Spark: Build and deploy distributed deep learning applications on Apache Spark

Depending on your reading style, this is how much time you would take to complete reading this book.

Reading Style Time To Finish The Book
Slow 64 hours
Average 32 hours
Good 21 hours
Excellent 10 hours
So if you are a Reader belonging in the Good category, and you read it daily for 1 hour, it will take you 21 days.
Note: A slow reader usually reads 100 words per minute, an average reader 200 words per minute, an average reader 300 words per minute and an excellent leader reads about 600-1000 words per minute, however the comprehension may vary.

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