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Predict Housing Prices with Tensorflow and Cloud ML Engine

Predict Housing Prices with Tensorflow and Cloud ML Engine

1 hour 7 Credits

GSP418

Google Cloud Self-Paced Labs

Overview

In this lab you will build an end to end machine learning solution using Tensorflow + Cloud ML Engine and leverage the cloud for distributed training and online prediction.

tf.estimator — a high-level TensorFlow API that greatly simplifies machine learning programming. Estimators encapsulate the following actions:

  • training
  • evaluation
  • prediction
  • export for serving

This lab is focused on interacting with Datalab and Cloud ML Engine. Non-relevant concepts and code blocks are glossed over and are provided for you to execute in your Datalab notebook.

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