Keras to Kubernetes: The Journey of a Machine Learning Model to Production

Keras to Kubernetes: The Journey of a Machine Learning Model to Production
PDF
  • eBook:
    Keras to Kubernetes: The Journey of a Machine Learning Model to Production
  • Author:
    Dattaraj Rao
  • Edition:
    1 edition
  • Categories:
  • Data:
    May 14, 2019
  • ISBN:
    1119564832
  • ISBN-13:
    9781119564836
  • Language:
    English
  • Pages:
    400 pages
  • Format:
    PDF

Book Description
Build a Keras model to scale and deploy on a Kubernetes cluster

We have seen an exponential growth in the use of Artificial Intelligence (AI) over last few years. AI is becoming the new electricity and is touching every industry from retail to manufacturing to healthcare to entertainment. Within AI, were seeing a particular growth in Machine Learning (ML) and Deep Learning (DL) applications. ML is all about learning relationships from labeled (Supervised) or unlabeled data (Unsupervised). DL has many layers of learning and can extract patterns from unstructured data like images, video, audio, etc. 

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