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Big-Data Analytics for Cloud, IoT and Cognitive Computing / Kai Hwang, Min Chen.

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The definitive guide to successfully integrating social, mobile, Big-Data analytics, cloud and IoT principles and technologies The main goal of this book is to spur the development of effective big-data computing operations on smart clouds that are fully supported by IoT sensing, machine learning an...

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Bibliographic Details
Online Access: Full Text (via O'Reilly/Safari)
Main Authors: Hwang, Kai (Author), Chen, Min, 1980- (Author)
Format: eBook
Language:English
Published: Chichester, UK ; Hoboken, NJ : Wiley, 2017.
Subjects:
Cloud computing > Data processing.
Big data.
Big data
Table of Contents:
  • Big data science and machine intelligence
  • Smart clouds, virtualization and mashup services
  • IoT sensing, mobile and cognitive systems
  • Supervised machine learning algorithms
  • Unsupervised machine learning and choices of algorithms
  • Deep learning with artificial neural networks
  • Programming with hadoop, spark and tensorflow
  • Machine learning over big data in healthcare applications
  • Reinforcement deep learning and social media analytics.

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