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Predict Housing Prices with Tensorflow and AI Platform

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Create Storage Bucket

Create the AI Platform notebook instance

Download lab notebook

Train and deploy the Model for Predictions

Predict Housing Prices with Tensorflow and AI Platform

1 hour 30 minutes 7 积分

GSP418

Google Cloud Self-Paced Labs

Overview

In this lab, you will build an end to end machine learning solution using Tensorflow 1.x and AI Platform 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 Jupyter and AI Platform. Non-relevant concepts and code blocks are glossed over and are provided for you to execute in your Jupyter notebook.

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