TensorFlow and Cloud

AI algorithms require extensive computing resources. With the availability of a large number of cloud platforms offering their services at competitive prices, cloud computing offers a cost-effective solution. In this chapter, we will talk about three main cloud platform providers that occupy the majority of the market share: Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform. Moreover, once you have trained your model on cloud, you can use TensorFlow Extended (TFX) to move your model to production. The chapter will cover:

  • Creating and using virtual machines on cloud
  • Creating and training directly on Jupyter Notebook on cloud
  • Deploying the model on cloud
  • Using TFX for production
  • TensorFlow Enterpris ...

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