Hands-on deep learning with Apache Spark : build and deploy distributed deep learning applications on Apache Spark [E-Book] / Guglielmo Iozzia.
Iozzia, Guglielmo, (author)
1st edition
[Birmingham] : Packt Publishing, 2019
310 pages (online resource)
englisch
9781788994613
9781788999700
Full Text
Table of Contents:
  • 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.