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Predict Housing Prices with Tensorflow and AI Platform

Predict Housing Prices with Tensorflow and AI Platform

小时 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 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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得分

—/100

Create Storage Bucket

Run Step

/ 20

Create the AI Platform notebook instance

Run Step

/ 25

Download lab notebook

Run Step

/ 25

Train and deploy the Model for Predictions

Run Step

/ 30