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Google Cloud Platform (GCP)

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Google Cloud Platform, offered by Google, is a suite of cloud computing services. It provides Infrastructure as a Service, Platform as a Service, and serverless computing environments. Alongside a set of management tools, it provides a series of modular cloud services including computing, data storage, data analytics and machine learning.

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Switching from GPU to the future of Machine learning the TPU. Over 1 million images trained Resnet50 in under 20 mins compared to days or weeks on GPU and all for 0$ free on Google Colab Notebooks in Google Drive, clone repo and jump right in!!

  • Updated May 4, 2019
  • Jupyter Notebook

This is a series of notebooks intended as a tutorial for deploying a Keras model (a Convolutional Neural Network for Fashion MNIST) on Google Cloud using AI Platform Prediction. It includes the steps on how to get predictions from the model from a local Python client. It assumes a Google Cloud Account with a project and bucket created, the Googl…

  • Updated Jul 22, 2020
  • Jupyter Notebook