Hands-On Deep Learning with Apache Spark : Build and Deploy Distributed Deep Learning Applications on Apache Spark.

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Deep 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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Iozzia, Guglielmo
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham : Packt, 2019.
Temas:
Spark (Electronic resource : Apache Software Foundation)
Big data.
Données volumineuses.
COMPUTERS > General.
Big data
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Hands-on deep learning with Apache Spark: build and deploy distributed deep learning applications on Apache Spark
  • Contributors
  • Table of Contents
  • Preface
  • Chapter 1: The Apache Spark Ecosystem
  • Chapter 2: Deep Learning Basics
  • Chapter 3: Extract, Transform, Load
  • Chapter 4: Streaming
  • Chapter 5: Convolutional Neural Networks
  • Chapter 6: Recurrent Neural Networks
  • Chapter 7: Training Neural Networks with Spark
  • Chapter 8: Monitoring and Debugging Neural Network Training
  • Chapter 9: Interpreting Neural Network Output
  • Chapter 10: Deploying on a Distributed System
  • Chapter 11: NLP Basics
  • Chapter 12: Textual Analysis and Deep Learning
  • Chapter 13: Convolution
  • Chapter 14: Image Classification
  • Chapter 15: What's Next for Deep Learning?
  • Appendix A: Functional Programming in Scala
  • Appendix B: Image Data Preparation for Spark
  • Other Books You May Enjoy
  • Index.

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