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Condition: New. Hands-On Deep Learning with Apache Spark (Paperback or Softback).
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Published by Packt Publishing 7/12/2018, 2018
ISBN 10: 1788474228 ISBN 13: 9781788474221
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Published by Packt Publishing 2019-01, 2019
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Paperback. Condition: New. A solution-based guide to put your deep learning models into production with the power of Apache SparkKey FeaturesDiscover practical recipes for distributed deep learning with Apache SparkLearn to use libraries such as Keras and TensorFlow Solve problems in order to train your deep learning models on Apache SparkBook DescriptionWith deep learning gaining rapid mainstream adoption in modern-day industries, organizations are looking for ways to unite popular big data tools with highly efficient deep learning libraries. As a result, this will help deep learning models train with higher efficiency and speed. With the help of the Apache Spark Deep Learning Cookbook, you'll work through specific recipes to generate outcomes for deep learning algorithms, without getting bogged down in theory. From setting up Apache Spark for deep learning to implementing types of neural net, this book tackles both common and not so common problems to perform deep learning on a distributed environment. In addition to this, you'll get access to deep learning code within Spark that can be reused to answer similar problems or tweaked to answer slightly different problems. You will also learn how to stream and cluster your data with Spark. Once you have got to grips with the basics, you'll explore how to implement and deploy deep learning models, such as Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN) in Spark, using popular libraries such as TensorFlow and Keras.By the end of the book, you'll have the expertise to train and deploy efficient deep learning models on Apache Spark.What you will learn Set up a fully functional Spark environment Understand practical machine learning and deep learning concepts Apply built-in machine learning libraries within Spark Explore libraries that are compatible with TensorFlow and Keras Explore NLP models such as Word2vec and TF-IDF on Spark Organize dataframes for deep learning evaluation Apply testing and training modeling to ensure accuracy Access readily available code that may be reusableWho this book is forIf you're looking for a practical and highly useful resource for implementing efficiently distributed deep learning models with Apache Spark, then the Apache Spark Deep Learning Cookbook is for you. Knowledge of the core machine learning concepts and a basic understanding of the Apache Spark framework is required to get the best out of this book. Additionally, some programming knowledge in Python is a plus.
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Published by Packt Publishing 2018-07, 2018
ISBN 10: 1788474228 ISBN 13: 9781788474221
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Condition: New. Apache Spark Deep Learning Cookbook presents useful tips and tricks to overcome any problem related to building efficient distributed deep learning applications on Apache Spark. With the help of this book, you will leverage powerful deep learning libraries .
Language: English
Published by China Water Conservancy and Hydropower Press, 2022
ISBN 10: 751709985X ISBN 13: 9787517099857
Seller: liu xing, Nanjing, JS, China
paperback. Condition: New. Paperback.Pub Date:2022-03-01 Pages:418 Publisher:China Water Resources and Hydropower Press Deep learning is a subset of machine learning based on multi-layer neural networks. which can solve particularly difficult and difficult tasks in fields such as natural language processing and image classification. massive problem. Apache Spark Deep Learning in Action breaks down the complexity of the technical and analytical parts and the speed at which deep learning solutions can be implemented on A.
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Language: English
Published by Packt Publishing Limited, GB, 2018
ISBN 10: 1788474228 ISBN 13: 9781788474221
Seller: Rarewaves.com UK, London, United Kingdom
Paperback. Condition: New. A solution-based guide to put your deep learning models into production with the power of Apache SparkKey FeaturesDiscover practical recipes for distributed deep learning with Apache SparkLearn to use libraries such as Keras and TensorFlow Solve problems in order to train your deep learning models on Apache SparkBook DescriptionWith deep learning gaining rapid mainstream adoption in modern-day industries, organizations are looking for ways to unite popular big data tools with highly efficient deep learning libraries. As a result, this will help deep learning models train with higher efficiency and speed. With the help of the Apache Spark Deep Learning Cookbook, you'll work through specific recipes to generate outcomes for deep learning algorithms, without getting bogged down in theory. From setting up Apache Spark for deep learning to implementing types of neural net, this book tackles both common and not so common problems to perform deep learning on a distributed environment. In addition to this, you'll get access to deep learning code within Spark that can be reused to answer similar problems or tweaked to answer slightly different problems. You will also learn how to stream and cluster your data with Spark. Once you have got to grips with the basics, you'll explore how to implement and deploy deep learning models, such as Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN) in Spark, using popular libraries such as TensorFlow and Keras.By the end of the book, you'll have the expertise to train and deploy efficient deep learning models on Apache Spark.What you will learn Set up a fully functional Spark environment Understand practical machine learning and deep learning concepts Apply built-in machine learning libraries within Spark Explore libraries that are compatible with TensorFlow and Keras Explore NLP models such as Word2vec and TF-IDF on Spark Organize dataframes for deep learning evaluation Apply testing and training modeling to ensure accuracy Access readily available code that may be reusableWho this book is forIf you're looking for a practical and highly useful resource for implementing efficiently distributed deep learning models with Apache Spark, then the Apache Spark Deep Learning Cookbook is for you. Knowledge of the core machine learning concepts and a basic understanding of the Apache Spark framework is required to get the best out of this book. Additionally, some programming knowledge in Python is a plus.
Language: Chinese
Published by China Water Conservancy and Hydropower Press, 2022
ISBN 10: 751709985X ISBN 13: 9787517099857
Seller: liu xing, Nanjing, JS, China
paperback. Condition: New. Paperback.Pub Date:2022-03-01 Pages:418 Publisher:China Water Resources and Hydropower Press Deep learning is a subset of machine learning based on multi-layer neural networks. which can solve particularly difficult and difficult tasks in fields such as natural language processing and image classification. massive problem. Apache Spark Deep Learning in Action breaks down the complexity of the technical and analytical parts and the speed at which deep learning solutions can be implemented on A.
Language: English
Published by Packt Publishing Limited, 2019
ISBN 10: 1788994612 ISBN 13: 9781788994613
Seller: PBShop.store US, Wood Dale, IL, U.S.A.
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ISBN 10: 1788994612 ISBN 13: 9781788994613
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PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
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Published by Packt Publishing Limited, 2018
ISBN 10: 1788474228 ISBN 13: 9781788474221
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Add to basketPAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
Language: English
Published by Packt Publishing Limited, 2018
ISBN 10: 1788474228 ISBN 13: 9781788474221
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Add to basketPAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.