© Mark Wickham 2018
Mark WickhamPractical Java Machine Learninghttps://doi.org/10.1007/978-1-4842-3951-3_3

3. Leveraging Cloud Platforms

Mark Wickham1 
(1)
Irving, TX, USA
 
Cloud platforms can be very helpful for deploying ML. This chapter will explore the cloud provider offerings with the following objectives:

  • A review of the cloud providers who offer IaaS solutions

  • An overview of Google Cloud Platform (GCP) and Amazon Web Services (AWS) cloud offerings, including data storage, data preprocessing, model creation, and model deployment capabilities

  • How to implement Weka in the cloud

  • An overview of ML cloud provider API offerings

  • Project: Implement GCP ML using the Cloud Speech API for Android

  • An overview of cloud data tools for ML

  • A review of cloud data strategies ...

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