Distributed Machine Learning with Google Cloud ML

In this Project, you will:

Extend a Python TensorFlow machine learning framework to use a deep neural network classifier

Modify the deep neural network classifier to implement a wide and deep model

Deploy a trained model to the Cloud ML Engine and make predictions using Python to execute API calls to the Cloud ML Engine

1 hour 30 minutes
Intermediate
No download needed
Shareable certificate
English
Desktop only

This is a self-paced lab that takes place in the Google Cloud console. Learn the process for partitioning a data set into two separate parts: a training set to develop a model, and a test set to evaluate the accuracy of the model and then independently evaluate predictive models in a repeatable manner.

Skills you will develop

  • Data Science

  • Google Cloud Platform

  • Predictive Modelling

How Projects work

Learn a new tool or skill in an interactive, hands-on environment

You'll gain access to software and tools in a cloud workspace - no download required

Offered by

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Google Cloud

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